From 4331323c28ccbf146c60cd3587fb5a6ae6d4285f Mon Sep 17 00:00:00 2001
From: Martin Karlsson <letter2martin@gmail.com>
Date: Wed, 18 Jan 2017 13:59:51 +0100
Subject: [PATCH] Added transi....
---
.../transient_detection/datapoints/neg1.txt | 7 +
.../transient_detection/datapoints/neg10.txt | 7 +
.../transient_detection/datapoints/neg11.txt | 7 +
.../transient_detection/datapoints/neg12.txt | 7 +
.../transient_detection/datapoints/neg13.txt | 7 +
.../transient_detection/datapoints/neg14.txt | 7 +
.../transient_detection/datapoints/neg15.txt | 7 +
.../transient_detection/datapoints/neg16.txt | 7 +
.../transient_detection/datapoints/neg17.txt | 7 +
.../transient_detection/datapoints/neg18.txt | 7 +
.../transient_detection/datapoints/neg19.txt | 7 +
.../transient_detection/datapoints/neg2.txt | 7 +
.../transient_detection/datapoints/neg20.txt | 7 +
.../transient_detection/datapoints/neg21.txt | 7 +
.../transient_detection/datapoints/neg22.txt | 7 +
.../transient_detection/datapoints/neg23.txt | 7 +
.../transient_detection/datapoints/neg24.txt | 7 +
.../transient_detection/datapoints/neg25.txt | 7 +
.../transient_detection/datapoints/neg26.txt | 7 +
.../transient_detection/datapoints/neg27.txt | 7 +
.../transient_detection/datapoints/neg28.txt | 7 +
.../transient_detection/datapoints/neg29.txt | 7 +
.../transient_detection/datapoints/neg3.txt | 7 +
.../transient_detection/datapoints/neg30.txt | 7 +
.../transient_detection/datapoints/neg31.txt | 7 +
.../transient_detection/datapoints/neg32.txt | 7 +
.../transient_detection/datapoints/neg33.txt | 7 +
.../transient_detection/datapoints/neg34.txt | 7 +
.../transient_detection/datapoints/neg35.txt | 7 +
.../transient_detection/datapoints/neg36.txt | 7 +
.../transient_detection/datapoints/neg37.txt | 7 +
.../transient_detection/datapoints/neg38.txt | 7 +
.../transient_detection/datapoints/neg39.txt | 7 +
.../transient_detection/datapoints/neg4.txt | 7 +
.../transient_detection/datapoints/neg40.txt | 7 +
.../transient_detection/datapoints/neg41.txt | 7 +
.../transient_detection/datapoints/neg42.txt | 7 +
.../transient_detection/datapoints/neg43.txt | 7 +
.../transient_detection/datapoints/neg44.txt | 7 +
.../transient_detection/datapoints/neg45.txt | 7 +
.../transient_detection/datapoints/neg46.txt | 7 +
.../transient_detection/datapoints/neg47.txt | 7 +
.../transient_detection/datapoints/neg48.txt | 7 +
.../transient_detection/datapoints/neg49.txt | 7 +
.../transient_detection/datapoints/neg5.txt | 7 +
.../transient_detection/datapoints/neg50.txt | 7 +
.../transient_detection/datapoints/neg6.txt | 7 +
.../transient_detection/datapoints/neg7.txt | 7 +
.../transient_detection/datapoints/neg8.txt | 7 +
.../transient_detection/datapoints/neg9.txt | 7 +
.../transient_detection/datapoints/pos1.txt | 7 +
.../transient_detection/datapoints/pos10.txt | 7 +
.../transient_detection/datapoints/pos11.txt | 7 +
.../transient_detection/datapoints/pos12.txt | 7 +
.../transient_detection/datapoints/pos13.txt | 7 +
.../transient_detection/datapoints/pos14.txt | 7 +
.../transient_detection/datapoints/pos15.txt | 7 +
.../transient_detection/datapoints/pos16.txt | 7 +
.../transient_detection/datapoints/pos17.txt | 7 +
.../transient_detection/datapoints/pos18.txt | 7 +
.../transient_detection/datapoints/pos19.txt | 7 +
.../transient_detection/datapoints/pos2.txt | 7 +
.../transient_detection/datapoints/pos20.txt | 7 +
.../transient_detection/datapoints/pos21.txt | 7 +
.../transient_detection/datapoints/pos22.txt | 7 +
.../transient_detection/datapoints/pos23.txt | 7 +
.../transient_detection/datapoints/pos24.txt | 7 +
.../transient_detection/datapoints/pos25.txt | 7 +
.../transient_detection/datapoints/pos26.txt | 7 +
.../transient_detection/datapoints/pos27.txt | 7 +
.../transient_detection/datapoints/pos28.txt | 7 +
.../transient_detection/datapoints/pos29.txt | 7 +
.../transient_detection/datapoints/pos3.txt | 7 +
.../transient_detection/datapoints/pos30.txt | 7 +
.../transient_detection/datapoints/pos31.txt | 7 +
.../transient_detection/datapoints/pos32.txt | 7 +
.../transient_detection/datapoints/pos33.txt | 7 +
.../transient_detection/datapoints/pos34.txt | 7 +
.../transient_detection/datapoints/pos35.txt | 7 +
.../transient_detection/datapoints/pos36.txt | 7 +
.../transient_detection/datapoints/pos37.txt | 7 +
.../transient_detection/datapoints/pos38.txt | 7 +
.../transient_detection/datapoints/pos39.txt | 7 +
.../transient_detection/datapoints/pos4.txt | 7 +
.../transient_detection/datapoints/pos40.txt | 7 +
.../transient_detection/datapoints/pos41.txt | 7 +
.../transient_detection/datapoints/pos42.txt | 7 +
.../transient_detection/datapoints/pos43.txt | 7 +
.../transient_detection/datapoints/pos44.txt | 7 +
.../transient_detection/datapoints/pos45.txt | 7 +
.../transient_detection/datapoints/pos46.txt | 7 +
.../transient_detection/datapoints/pos47.txt | 7 +
.../transient_detection/datapoints/pos48.txt | 7 +
.../transient_detection/datapoints/pos49.txt | 7 +
.../transient_detection/datapoints/pos5.txt | 7 +
.../transient_detection/datapoints/pos50.txt | 7 +
.../transient_detection/datapoints/pos6.txt | 7 +
.../transient_detection/datapoints/pos7.txt | 7 +
.../transient_detection/datapoints/pos8.txt | 7 +
.../transient_detection/datapoints/pos9.txt | 7 +
.../transient_detection/extract_data.jl | 55 +
.../transient_detection/pos.txt | 7350 +++++++++++++++++
.../transient_detection/pos1.mat | Bin 0 -> 894 bytes
.../transient_detection/positive_plot.m | 7 +
.../transient_detection/rnn.jl | 74 +
.../transient_detection/rnn.py | 105 +
.../transient_detection/t1.txt | 7 +
.../transient_detection/t2.txt | 7 +
.../transient_detection/t3.txt | 7 +
.../transient_detection/t4.txt | 7 +
.../transient_detection/t5.txt | 7 +
.../transient_detection/test1.jl | 43 +
112 files changed, 8369 insertions(+)
create mode 100644 mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg1.txt
create mode 100644 mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg10.txt
create mode 100644 mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg11.txt
create mode 100644 mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg12.txt
create mode 100644 mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg13.txt
create mode 100644 mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg14.txt
create mode 100644 mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg15.txt
create mode 100644 mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg16.txt
create mode 100644 mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg17.txt
create mode 100644 mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg18.txt
create mode 100644 mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg19.txt
create mode 100644 mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg2.txt
create mode 100644 mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg20.txt
create mode 100644 mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg21.txt
create mode 100644 mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg22.txt
create mode 100644 mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg23.txt
create mode 100644 mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg24.txt
create mode 100644 mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg25.txt
create mode 100644 mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg26.txt
create mode 100644 mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg27.txt
create mode 100644 mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg28.txt
create mode 100644 mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg29.txt
create mode 100644 mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg3.txt
create mode 100644 mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg30.txt
create mode 100644 mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg31.txt
create mode 100644 mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg32.txt
create mode 100644 mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg33.txt
create mode 100644 mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg34.txt
create mode 100644 mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg35.txt
create mode 100644 mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg36.txt
create mode 100644 mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg37.txt
create mode 100644 mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg38.txt
create mode 100644 mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg39.txt
create mode 100644 mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg4.txt
create mode 100644 mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg40.txt
create mode 100644 mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg41.txt
create mode 100644 mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg42.txt
create mode 100644 mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg43.txt
create mode 100644 mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg44.txt
create mode 100644 mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg45.txt
create mode 100644 mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg46.txt
create mode 100644 mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg47.txt
create mode 100644 mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg48.txt
create mode 100644 mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg49.txt
create mode 100644 mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg5.txt
create mode 100644 mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg50.txt
create mode 100644 mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg6.txt
create mode 100644 mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg7.txt
create mode 100644 mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg8.txt
create mode 100644 mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg9.txt
create mode 100644 mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos1.txt
create mode 100644 mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos10.txt
create mode 100644 mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos11.txt
create mode 100644 mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos12.txt
create mode 100644 mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos13.txt
create mode 100644 mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos14.txt
create mode 100644 mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos15.txt
create mode 100644 mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos16.txt
create mode 100644 mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos17.txt
create mode 100644 mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos18.txt
create mode 100644 mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos19.txt
create mode 100644 mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos2.txt
create mode 100644 mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos20.txt
create mode 100644 mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos21.txt
create mode 100644 mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos22.txt
create mode 100644 mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos23.txt
create mode 100644 mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos24.txt
create mode 100644 mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos25.txt
create mode 100644 mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos26.txt
create mode 100644 mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos27.txt
create mode 100644 mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos28.txt
create mode 100644 mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos29.txt
create mode 100644 mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos3.txt
create mode 100644 mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos30.txt
create mode 100644 mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos31.txt
create mode 100644 mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos32.txt
create mode 100644 mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos33.txt
create mode 100644 mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos34.txt
create mode 100644 mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos35.txt
create mode 100644 mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos36.txt
create mode 100644 mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos37.txt
create mode 100644 mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos38.txt
create mode 100644 mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos39.txt
create mode 100644 mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos4.txt
create mode 100644 mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos40.txt
create mode 100644 mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos41.txt
create mode 100644 mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos42.txt
create mode 100644 mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos43.txt
create mode 100644 mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos44.txt
create mode 100644 mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos45.txt
create mode 100644 mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos46.txt
create mode 100644 mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos47.txt
create mode 100644 mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos48.txt
create mode 100644 mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos49.txt
create mode 100644 mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos5.txt
create mode 100644 mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos50.txt
create mode 100644 mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos6.txt
create mode 100644 mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos7.txt
create mode 100644 mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos8.txt
create mode 100644 mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos9.txt
create mode 100644 mini_project/martink_rnn_snap_detection/transient_detection/extract_data.jl
create mode 100644 mini_project/martink_rnn_snap_detection/transient_detection/pos.txt
create mode 100644 mini_project/martink_rnn_snap_detection/transient_detection/pos1.mat
create mode 100644 mini_project/martink_rnn_snap_detection/transient_detection/positive_plot.m
create mode 100644 mini_project/martink_rnn_snap_detection/transient_detection/rnn.jl
create mode 100644 mini_project/martink_rnn_snap_detection/transient_detection/rnn.py
create mode 100644 mini_project/martink_rnn_snap_detection/transient_detection/t1.txt
create mode 100644 mini_project/martink_rnn_snap_detection/transient_detection/t2.txt
create mode 100644 mini_project/martink_rnn_snap_detection/transient_detection/t3.txt
create mode 100644 mini_project/martink_rnn_snap_detection/transient_detection/t4.txt
create mode 100644 mini_project/martink_rnn_snap_detection/transient_detection/t5.txt
create mode 100644 mini_project/martink_rnn_snap_detection/transient_detection/test1.jl
diff --git a/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg1.txt b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg1.txt
new file mode 100644
index 0000000..0e19dd7
--- /dev/null
+++ b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg1.txt
@@ -0,0 +1,7 @@
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diff --git a/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg10.txt b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg10.txt
new file mode 100644
index 0000000..2dc2dd2
--- /dev/null
+++ b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg10.txt
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diff --git a/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg11.txt b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg11.txt
new file mode 100644
index 0000000..83b2d15
--- /dev/null
+++ b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg11.txt
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diff --git a/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg12.txt b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg12.txt
new file mode 100644
index 0000000..ceba1cc
--- /dev/null
+++ b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg12.txt
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diff --git a/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg13.txt b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg13.txt
new file mode 100644
index 0000000..ab228b5
--- /dev/null
+++ b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg13.txt
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diff --git a/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg14.txt b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg14.txt
new file mode 100644
index 0000000..15d7be8
--- /dev/null
+++ b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg14.txt
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diff --git a/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg15.txt b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg15.txt
new file mode 100644
index 0000000..69b85cc
--- /dev/null
+++ b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg15.txt
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diff --git a/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg16.txt b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg16.txt
new file mode 100644
index 0000000..8c26de9
--- /dev/null
+++ b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg16.txt
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diff --git a/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg17.txt b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg17.txt
new file mode 100644
index 0000000..cc8c830
--- /dev/null
+++ b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg17.txt
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diff --git a/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg18.txt b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg18.txt
new file mode 100644
index 0000000..724a13d
--- /dev/null
+++ b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg18.txt
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diff --git a/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg19.txt b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg19.txt
new file mode 100644
index 0000000..bace4c4
--- /dev/null
+++ b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg19.txt
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diff --git a/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg2.txt b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg2.txt
new file mode 100644
index 0000000..797bc1c
--- /dev/null
+++ b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg2.txt
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diff --git a/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg20.txt b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg20.txt
new file mode 100644
index 0000000..96a4967
--- /dev/null
+++ b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg20.txt
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diff --git a/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg21.txt b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg21.txt
new file mode 100644
index 0000000..3c65be3
--- /dev/null
+++ b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg21.txt
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diff --git a/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg22.txt b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg22.txt
new file mode 100644
index 0000000..e832ea1
--- /dev/null
+++ b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg22.txt
@@ -0,0 +1,7 @@
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diff --git a/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg23.txt b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg23.txt
new file mode 100644
index 0000000..532e581
--- /dev/null
+++ b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg23.txt
@@ -0,0 +1,7 @@
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diff --git a/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg24.txt b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg24.txt
new file mode 100644
index 0000000..08007a4
--- /dev/null
+++ b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg24.txt
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diff --git a/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg25.txt b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg25.txt
new file mode 100644
index 0000000..09a3dcb
--- /dev/null
+++ b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg25.txt
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diff --git a/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg26.txt b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg26.txt
new file mode 100644
index 0000000..d6aeca3
--- /dev/null
+++ b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg26.txt
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diff --git a/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg27.txt b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg27.txt
new file mode 100644
index 0000000..a6f09ef
--- /dev/null
+++ b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg27.txt
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diff --git a/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg28.txt b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg28.txt
new file mode 100644
index 0000000..857276a
--- /dev/null
+++ b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg28.txt
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diff --git a/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg29.txt b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg29.txt
new file mode 100644
index 0000000..e44d82b
--- /dev/null
+++ b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg29.txt
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diff --git a/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg3.txt b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg3.txt
new file mode 100644
index 0000000..e154bbf
--- /dev/null
+++ b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg3.txt
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diff --git a/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg30.txt b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg30.txt
new file mode 100644
index 0000000..609a731
--- /dev/null
+++ b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg30.txt
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diff --git a/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg31.txt b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg31.txt
new file mode 100644
index 0000000..c59255d
--- /dev/null
+++ b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg31.txt
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diff --git a/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg32.txt b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg32.txt
new file mode 100644
index 0000000..895525b
--- /dev/null
+++ b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg32.txt
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diff --git a/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg33.txt b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg33.txt
new file mode 100644
index 0000000..2e95c5a
--- /dev/null
+++ b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg33.txt
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diff --git a/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg34.txt b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg34.txt
new file mode 100644
index 0000000..0e754fa
--- /dev/null
+++ b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg34.txt
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diff --git a/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg35.txt b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg35.txt
new file mode 100644
index 0000000..48f9cf4
--- /dev/null
+++ b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg35.txt
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diff --git a/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg36.txt b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg36.txt
new file mode 100644
index 0000000..e4c0432
--- /dev/null
+++ b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg36.txt
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diff --git a/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg37.txt b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg37.txt
new file mode 100644
index 0000000..66b47fd
--- /dev/null
+++ b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg37.txt
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diff --git a/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg38.txt b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg38.txt
new file mode 100644
index 0000000..08dfcab
--- /dev/null
+++ b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg38.txt
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diff --git a/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg39.txt b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg39.txt
new file mode 100644
index 0000000..d70c6c7
--- /dev/null
+++ b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg39.txt
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diff --git a/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg4.txt b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg4.txt
new file mode 100644
index 0000000..7ef4bc9
--- /dev/null
+++ b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg4.txt
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diff --git a/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg40.txt b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg40.txt
new file mode 100644
index 0000000..645c6ad
--- /dev/null
+++ b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg40.txt
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diff --git a/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg41.txt b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg41.txt
new file mode 100644
index 0000000..fd8390a
--- /dev/null
+++ b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg41.txt
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diff --git a/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg42.txt b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg42.txt
new file mode 100644
index 0000000..5ad838b
--- /dev/null
+++ b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg42.txt
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diff --git a/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg43.txt b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg43.txt
new file mode 100644
index 0000000..7214a75
--- /dev/null
+++ b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg43.txt
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diff --git a/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg44.txt b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg44.txt
new file mode 100644
index 0000000..7c7ed39
--- /dev/null
+++ b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg44.txt
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diff --git a/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg45.txt b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg45.txt
new file mode 100644
index 0000000..b71684e
--- /dev/null
+++ b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg45.txt
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diff --git a/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg46.txt b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg46.txt
new file mode 100644
index 0000000..152a820
--- /dev/null
+++ b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg46.txt
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diff --git a/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg47.txt b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg47.txt
new file mode 100644
index 0000000..a549cce
--- /dev/null
+++ b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg47.txt
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diff --git a/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg48.txt b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg48.txt
new file mode 100644
index 0000000..291958d
--- /dev/null
+++ b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg48.txt
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diff --git a/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg49.txt b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg49.txt
new file mode 100644
index 0000000..25abfa9
--- /dev/null
+++ b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg49.txt
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diff --git a/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg5.txt b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg5.txt
new file mode 100644
index 0000000..4806fb4
--- /dev/null
+++ b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg5.txt
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diff --git a/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg50.txt b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg50.txt
new file mode 100644
index 0000000..85e4e1f
--- /dev/null
+++ b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg50.txt
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diff --git a/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg6.txt b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg6.txt
new file mode 100644
index 0000000..5888ba9
--- /dev/null
+++ b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg6.txt
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diff --git a/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg7.txt b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg7.txt
new file mode 100644
index 0000000..a68475d
--- /dev/null
+++ b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg7.txt
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diff --git a/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg8.txt b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg8.txt
new file mode 100644
index 0000000..29eb618
--- /dev/null
+++ b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg8.txt
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diff --git a/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg9.txt b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg9.txt
new file mode 100644
index 0000000..f7889f4
--- /dev/null
+++ b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/neg9.txt
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diff --git a/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos1.txt b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos1.txt
new file mode 100644
index 0000000..1e20ad9
--- /dev/null
+++ b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos1.txt
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diff --git a/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos10.txt b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos10.txt
new file mode 100644
index 0000000..c2f7820
--- /dev/null
+++ b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos10.txt
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diff --git a/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos11.txt b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos11.txt
new file mode 100644
index 0000000..5ab763f
--- /dev/null
+++ b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos11.txt
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diff --git a/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos12.txt b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos12.txt
new file mode 100644
index 0000000..53e7a56
--- /dev/null
+++ b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos12.txt
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diff --git a/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos13.txt b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos13.txt
new file mode 100644
index 0000000..2185e42
--- /dev/null
+++ b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos13.txt
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diff --git a/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos14.txt b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos14.txt
new file mode 100644
index 0000000..b90759c
--- /dev/null
+++ b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos14.txt
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diff --git a/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos15.txt b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos15.txt
new file mode 100644
index 0000000..d7497d8
--- /dev/null
+++ b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos15.txt
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diff --git a/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos16.txt b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos16.txt
new file mode 100644
index 0000000..b35589d
--- /dev/null
+++ b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos16.txt
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diff --git a/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos17.txt b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos17.txt
new file mode 100644
index 0000000..3b6bedb
--- /dev/null
+++ b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos17.txt
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diff --git a/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos18.txt b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos18.txt
new file mode 100644
index 0000000..d4565f8
--- /dev/null
+++ b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos18.txt
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diff --git a/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos19.txt b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos19.txt
new file mode 100644
index 0000000..f5f8bf6
--- /dev/null
+++ b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos19.txt
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diff --git a/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos2.txt b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos2.txt
new file mode 100644
index 0000000..72e6279
--- /dev/null
+++ b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos2.txt
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diff --git a/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos20.txt b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos20.txt
new file mode 100644
index 0000000..fb869d0
--- /dev/null
+++ b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos20.txt
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diff --git a/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos21.txt b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos21.txt
new file mode 100644
index 0000000..45308ee
--- /dev/null
+++ b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos21.txt
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diff --git a/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos22.txt b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos22.txt
new file mode 100644
index 0000000..ff80e3d
--- /dev/null
+++ b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos22.txt
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diff --git a/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos23.txt b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos23.txt
new file mode 100644
index 0000000..e268101
--- /dev/null
+++ b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos23.txt
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diff --git a/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos24.txt b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos24.txt
new file mode 100644
index 0000000..2c0fe75
--- /dev/null
+++ b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos24.txt
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diff --git a/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos25.txt b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos25.txt
new file mode 100644
index 0000000..a743a97
--- /dev/null
+++ b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos25.txt
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diff --git a/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos26.txt b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos26.txt
new file mode 100644
index 0000000..0b508dd
--- /dev/null
+++ b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos26.txt
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diff --git a/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos27.txt b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos27.txt
new file mode 100644
index 0000000..06d5cd1
--- /dev/null
+++ b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos27.txt
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diff --git a/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos28.txt b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos28.txt
new file mode 100644
index 0000000..2979171
--- /dev/null
+++ b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos28.txt
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diff --git a/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos29.txt b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos29.txt
new file mode 100644
index 0000000..997b5df
--- /dev/null
+++ b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos29.txt
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diff --git a/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos3.txt b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos3.txt
new file mode 100644
index 0000000..7fd7365
--- /dev/null
+++ b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos3.txt
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diff --git a/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos30.txt b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos30.txt
new file mode 100644
index 0000000..759f3d5
--- /dev/null
+++ b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos30.txt
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diff --git a/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos31.txt b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos31.txt
new file mode 100644
index 0000000..29f38a6
--- /dev/null
+++ b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos31.txt
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diff --git a/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos32.txt b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos32.txt
new file mode 100644
index 0000000..3722d47
--- /dev/null
+++ b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos32.txt
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diff --git a/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos33.txt b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos33.txt
new file mode 100644
index 0000000..91b3440
--- /dev/null
+++ b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos33.txt
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diff --git a/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos34.txt b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos34.txt
new file mode 100644
index 0000000..660dad7
--- /dev/null
+++ b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos34.txt
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diff --git a/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos35.txt b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos35.txt
new file mode 100644
index 0000000..00645c9
--- /dev/null
+++ b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos35.txt
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diff --git a/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos36.txt b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos36.txt
new file mode 100644
index 0000000..09170de
--- /dev/null
+++ b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos36.txt
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diff --git a/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos37.txt b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos37.txt
new file mode 100644
index 0000000..58f64a6
--- /dev/null
+++ b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos37.txt
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diff --git a/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos38.txt b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos38.txt
new file mode 100644
index 0000000..86423e7
--- /dev/null
+++ b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos38.txt
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diff --git a/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos39.txt b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos39.txt
new file mode 100644
index 0000000..b7084b0
--- /dev/null
+++ b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos39.txt
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diff --git a/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos4.txt b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos4.txt
new file mode 100644
index 0000000..6375a7a
--- /dev/null
+++ b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos4.txt
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diff --git a/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos40.txt b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos40.txt
new file mode 100644
index 0000000..f76f6f3
--- /dev/null
+++ b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos40.txt
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diff --git a/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos41.txt b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos41.txt
new file mode 100644
index 0000000..671e7cc
--- /dev/null
+++ b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos41.txt
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diff --git a/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos42.txt b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos42.txt
new file mode 100644
index 0000000..4ccd6b5
--- /dev/null
+++ b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos42.txt
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diff --git a/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos43.txt b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos43.txt
new file mode 100644
index 0000000..798a4ea
--- /dev/null
+++ b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos43.txt
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diff --git a/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos44.txt b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos44.txt
new file mode 100644
index 0000000..47e93d5
--- /dev/null
+++ b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos44.txt
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diff --git a/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos45.txt b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos45.txt
new file mode 100644
index 0000000..b0bdb4f
--- /dev/null
+++ b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos45.txt
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diff --git a/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos46.txt b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos46.txt
new file mode 100644
index 0000000..5c9b481
--- /dev/null
+++ b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos46.txt
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diff --git a/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos47.txt b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos47.txt
new file mode 100644
index 0000000..d94884a
--- /dev/null
+++ b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos47.txt
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diff --git a/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos48.txt b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos48.txt
new file mode 100644
index 0000000..491d8b2
--- /dev/null
+++ b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos48.txt
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diff --git a/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos49.txt b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos49.txt
new file mode 100644
index 0000000..23acdd6
--- /dev/null
+++ b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos49.txt
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diff --git a/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos5.txt b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos5.txt
new file mode 100644
index 0000000..51dcc7b
--- /dev/null
+++ b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos5.txt
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diff --git a/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos50.txt b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos50.txt
new file mode 100644
index 0000000..1ce850d
--- /dev/null
+++ b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos50.txt
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diff --git a/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos6.txt b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos6.txt
new file mode 100644
index 0000000..56469dc
--- /dev/null
+++ b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos6.txt
@@ -0,0 +1,7 @@
+3.8586008548736572,3.8572945594787598,3.8549928665161133,3.7867143154144287,3.8400654792785645,3.8445513248443604,3.839327335357666,3.833991289138794,3.9262938499450684,3.9125125408172607,3.9515416622161865,3.853964328765869,3.7646915912628174,3.622459650039673,3.8102240562438965,3.7037241458892822,3.6536731719970703,3.7123284339904785,3.7136640548706055,3.7124860286712646,3.709808826446533
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diff --git a/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos7.txt b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos7.txt
new file mode 100644
index 0000000..badfcf4
--- /dev/null
+++ b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos7.txt
@@ -0,0 +1,7 @@
+3.7906055450439453,4.378410816192627,4.4407243728637695,4.267079830169678,4.195259094238281,4.255407810211182,4.328249931335449,4.215312957763672,4.264644622802734,4.2688984870910645,1.470377802848816,3.2916221618652344,2.918705463409424,3.1166727542877197,3.721489667892456,3.8722400665283203,4.052907943725586,3.980750322341919,3.7440619468688965,3.52083158493042,3.5565474033355713
+5.447282314300537,4.741630554199219,4.46671724319458,4.437771320343018,4.321381092071533,4.451834201812744,4.394172668457031,4.457525253295898,4.388704299926758,4.5267014503479,1.486374855041504,2.5221738815307617,2.0827176570892334,2.4207494258880615,2.8000435829162598,2.7025232315063477,2.752979040145874,2.6707003116607666,2.4916772842407227,2.6509251594543457,2.7220335006713867
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diff --git a/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos8.txt b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos8.txt
new file mode 100644
index 0000000..def2b99
--- /dev/null
+++ b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos8.txt
@@ -0,0 +1,7 @@
+4.259999752044678,4.259536266326904,4.248830795288086,4.189590930938721,4.252612113952637,4.301889419555664,4.239130973815918,4.238312721252441,4.167172431945801,4.227831840515137,4.3575897216796875,4.336642742156982,4.267230987548828,4.142123222351074,4.129369258880615,4.099895000457764,4.146034240722656,4.146147727966309,4.169473648071289,4.094934940338135,4.096988677978516
+2.6790401935577393,2.669814348220825,2.6003458499908447,2.6623904705047607,2.651332139968872,2.648629665374756,2.710470199584961,2.5869178771972656,2.5719680786132812,2.68123722076416,2.6265616416931152,2.732468843460083,2.6542165279388428,2.649205446243286,2.571476697921753,2.6062629222869873,2.5153863430023193,2.4958808422088623,2.6270487308502197,2.5641703605651855,2.467479944229126
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diff --git a/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos9.txt b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos9.txt
new file mode 100644
index 0000000..05b3236
--- /dev/null
+++ b/mini_project/martink_rnn_snap_detection/transient_detection/datapoints/pos9.txt
@@ -0,0 +1,7 @@
+3.86498761177063,3.9174578189849854,3.7990548610687256,3.9170854091644287,3.9700441360473633,3.9144673347473145,3.8913514614105225,3.900876522064209,3.9562859535217285,3.897155523300171,3.903333902359009,3.8981263637542725,3.8936760425567627,3.955148458480835,3.886143445968628,3.883366346359253,3.824488401412964,3.859572410583496,3.820645332336426,3.828648805618286,3.8351025581359863
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diff --git a/mini_project/martink_rnn_snap_detection/transient_detection/extract_data.jl b/mini_project/martink_rnn_snap_detection/transient_detection/extract_data.jl
new file mode 100644
index 0000000..cc6ce79
--- /dev/null
+++ b/mini_project/martink_rnn_snap_detection/transient_detection/extract_data.jl
@@ -0,0 +1,55 @@
+using Plots
+plotly()
+using TensorFlow
+data = [readdlm("t1.txt")'; readdlm("t2.txt")';readdlm("t3.txt")';readdlm("t4.txt")';readdlm("t5.txt")']'
+npre = 10
+npost = 10
+
+
+#plot(data)
+
+npositive = 50
+nnegative = 50
+nchannels = 7
+
+# Form positives:
+startpoints = vec([1947 3182 4186 5812 7096 8228 9282 11415 12930 14348;
+15468 16023 16687 17502 18872 20042 21345 22525 23681 27351;
+28475 29604 30699 32048 33397 34450 35480 36645 37731 39927;
+41085 42136 43159 44118 45373 46612 47804 48755 50131 51865;
+52959 53956 55027 55972 56896 57901 58921 59892 60756 61636]')
+
+pos = zeros(nchannels,npre+npost+1,npositive)
+for i in 1:npositive
+ startp = startpoints[i]
+ pos[:,:,i] = data[:,startp-npre:startp+npost]
+end
+
+# Form negatives:
+last_neg_sample_start = 27300
+first_neg_sample_start = last_neg_sample_start -(npre+npost+1)*nnegative
+negs = zeros(nchannels,npre+npost+1,nnegative)
+for i in 1:nnegative
+ startp = first_neg_sample_start + i*(npre+npost+1)
+ negs[:,:,i] = data[:,startp-npre:startp+npost]
+end
+
+for i in 1:npositive
+ writedlm("datapoints/pos$i.txt",pos[:,:,i],',')
+end
+for i in 1:nnegative
+ writedlm("datapoints/neg$i.txt",negs[:,:,i],',')
+end
+
+
+
+
+
+#trX = pos[:,:,npositive/2]
+
+
+
+#npzwrite("trX.npy", trX)
+#npzwrite("trY.npy", trY)
+#npzwrite("teX.npy", teX)
+#npzwrite("teY.npy", teY)
diff --git a/mini_project/martink_rnn_snap_detection/transient_detection/pos.txt b/mini_project/martink_rnn_snap_detection/transient_detection/pos.txt
new file mode 100644
index 0000000..2708d19
--- /dev/null
+++ b/mini_project/martink_rnn_snap_detection/transient_detection/pos.txt
@@ -0,0 +1,7350 @@
+4.6460862159729
+3.5895590782165527
+2.5581767559051514
+0.007161259651184082
+0.332343727350235
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diff --git a/mini_project/martink_rnn_snap_detection/transient_detection/pos1.mat b/mini_project/martink_rnn_snap_detection/transient_detection/pos1.mat
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diff --git a/mini_project/martink_rnn_snap_detection/transient_detection/positive_plot.m b/mini_project/martink_rnn_snap_detection/transient_detection/positive_plot.m
new file mode 100644
index 0000000..81b5ba2
--- /dev/null
+++ b/mini_project/martink_rnn_snap_detection/transient_detection/positive_plot.m
@@ -0,0 +1,7 @@
+load pos1
+plot(pos1','.-')
+
+legend('Channel 1','Channel 2','Channel 3','Channel 4','Channel 5','Channel 6','Channel 7')
+
+ylabel('Torque [Nm]')
+xlabel('Time step')
\ No newline at end of file
diff --git a/mini_project/martink_rnn_snap_detection/transient_detection/rnn.jl b/mini_project/martink_rnn_snap_detection/transient_detection/rnn.jl
new file mode 100644
index 0000000..35e93ad
--- /dev/null
+++ b/mini_project/martink_rnn_snap_detection/transient_detection/rnn.jl
@@ -0,0 +1,74 @@
+using TensorFlow
+
+input_vec_size = lstm_size = 28
+time_step_size = 28
+
+batch_size = 128
+test_size = 256
+
+def init_weights(shape):
+ return tf.Variable(tf.random_normal(shape, stddev=0.01))
+
+
+def model(X, W, B, lstm_size):
+ # X, input shape: (batch_size, time_step_size, input_vec_size)
+ XT = tf.transpose(X, [1, 0, 2]) # permute time_step_size and batch_size
+ # XT shape: (time_step_size, batch_size, input_vec_size)
+ XR = tf.reshape(XT, [-1, lstm_size]) # each row has input for each lstm cell (lstm_size=input_vec_size)
+ # XR shape: (time_step_size * batch_size, input_vec_size)
+ X_split = tf.split(0, time_step_size, XR) # split them to time_step_size (28 arrays)
+ # Each array shape: (batch_size, input_vec_size)
+
+ # Make lstm with lstm_size (each input vector size)
+ lstm = tf.nn.rnn_cell.BasicLSTMCell(lstm_size, forget_bias=1.0, state_is_tuple=True)
+
+ # Get lstm cell output, time_step_size (28) arrays with lstm_size output: (batch_size, lstm_size)
+ outputs, _states = tf.nn.rnn(lstm, X_split, dtype=tf.float32)
+
+ # Linear activation
+ # Get the last output
+ return tf.matmul(outputs[-1], W) + B, lstm.state_size # State size to initialize the stat
+
+mnist = input_data.read_data_sets("MNIST_data/", one_hot=True)
+
+trX, trY, teX, teY = mnist.train.images, mnist.train.labels, mnist.test.images, mnist.test.labels
+print(trX)
+print("HEJ")
+print(trY)
+print("HEJ")
+print(teX)
+print("HEJ")
+print(teY)
+print("HEJ")
+trX = trX.reshape(-1, 28, 28)
+teX = teX.reshape(-1, 28, 28)
+
+X = tf.placeholder("float", [None, 28, 28])
+Y = tf.placeholder("float", [None, 10])
+
+# get lstm_size and output 10 labels
+W = init_weights([lstm_size, 10])
+B = init_weights([10])
+
+py_x, state_size = model(X, W, B, lstm_size)
+
+cost = tf.reduce_mean(tf.nn.softmax_cross_entropy_with_logits(py_x, Y))
+train_op = tf.train.RMSPropOptimizer(0.001, 0.9).minimize(cost)
+predict_op = tf.argmax(py_x, 1)
+
+# Launch the graph in a session
+with tf.Session() as sess:
+ # you need to initialize all variables
+ tf.initialize_all_variables().run()
+
+ for i in range(100):
+ for start, end in zip(range(0, len(trX), batch_size), range(batch_size, len(trX)+1, batch_size)):
+ sess.run(train_op, feed_dict={X: trX[start:end], Y: trY[start:end]})
+
+ test_indices = np.arange(len(teX)) # Get A Test Batch
+ np.random.shuffle(test_indices)
+ test_indices = test_indices[0:test_size]
+
+ print(i, np.mean(np.argmax(teY[test_indices], axis=1) ==
+ sess.run(predict_op, feed_dict={X: teX[test_indices],
+ Y: teY[test_indices]})))
diff --git a/mini_project/martink_rnn_snap_detection/transient_detection/rnn.py b/mini_project/martink_rnn_snap_detection/transient_detection/rnn.py
new file mode 100644
index 0000000..2ff250a
--- /dev/null
+++ b/mini_project/martink_rnn_snap_detection/transient_detection/rnn.py
@@ -0,0 +1,105 @@
+#Inspired by https://github.com/aymericdamien/TensorFlow-Examples/blob/master/examples/3%20-%20Neural%20Networks/recurrent_network.py
+
+import tensorflow as tf
+import numpy as np
+from numpy import loadtxt
+
+pos = []
+for i in range(50):
+ pos.append(loadtxt("datapoints/pos" + str(i+1) + ".txt", comments="#", delimiter=",", unpack=False))
+pos = np.asarray(pos)
+
+negs = []
+for i in range(50):
+ negs.append(loadtxt("datapoints/neg" + str(i+1) + ".txt", comments="#", delimiter=",", unpack=False))
+negs = np.asarray(negs)
+
+# configuration
+# O * W + b -> 10 labels for each image, O[? 28], W[28 10], B[10]
+# ^ (O: output 28 vec from 28 vec input)
+# |
+# +-+ +-+ +--+
+# |1|->|2|->