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Kaggle Taxi Destination Prediction Challnge
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Age
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Model changes
Alex Auvolat
2015-05-21
5
-3
/
+175
*
Add support for dropout in joint model
Alex Auvolat
2015-05-13
1
-0
/
+15
*
Add NaN protection
Alex Auvolat
2015-05-13
1
-10
/
+18
*
Add visualizer.
Étienne Simon
2015-05-11
10
-0
/
+1557
*
Add method to TaxiDataset to easily extract a dictionary
Étienne Simon
2015-05-11
1
-0
/
+5
*
Add model with hidden layers specific to time/dest prediction.
Alex Auvolat
2015-05-08
1
-0
/
+55
*
Add scaling factor between two costs in joint model
Alex Auvolat
2015-05-08
2
-2
/
+9
*
Add model for a network that predicts both time and destination.
Alex Auvolat
2015-05-08
3
-17
/
+165
*
Fusion AddFirstK and AddLastK transformers, and add 'input_time' field.
Alex Auvolat
2015-05-08
3
-24
/
+11
*
Add target class based model for time prediction (seems to work)
Alex Auvolat
2015-05-07
3
-3
/
+111
*
Add Bokeh plotting
Alex Auvolat
2015-05-06
1
-0
/
+2
*
Fix floatX!=float32 in hdf5 creation
Étienne Simon
2015-05-06
4
-12
/
+9
*
Move weights init to config files ; fix s/time/travel_time
Alex Auvolat
2015-05-06
15
-99
/
+86
*
Adapt Alexandre's model to the new interface
Étienne Simon
2015-05-05
2
-7
/
+9
*
Merge branch 'master' of github.com:adbrebs/taxi
AdeB
2015-05-05
21
-258
/
+334
|
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|
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Clean data module and generalize use of hdf5.
Étienne Simon
2015-05-05
21
-258
/
+334
*
|
New hyperparameters. Training error is monitored.
AdeB
2015-05-05
3
-2
/
+108
|
/
*
Add models for time predictioAdd models for time prediction
Alex Auvolat
2015-05-05
16
-32
/
+152
*
Add day type and taxi id
Alex Auvolat
2015-05-05
5
-9
/
+75
*
Remove enums from hdf5
Étienne Simon
2015-05-05
1
-13
/
+9
*
Add date/time transformer and new model that uses it
Alex Auvolat
2015-05-05
7
-94
/
+95
*
Refactor architecture so that embedding sizes can be easily changed.
Alex Auvolat
2015-05-05
7
-52
/
+95
*
New config (added a hidden layer), small changes to train.py
Alex Auvolat
2015-05-05
2
-2
/
+27
*
Fix it
Alex Auvolat
2015-05-04
2
-5
/
+1
*
Add model with predefined target classes
Alex Auvolat
2015-05-04
4
-3
/
+104
*
Restructure model & config
Alex Auvolat
2015-05-04
4
-62
/
+76
*
Mew data analysis tool: clustering of arrival points.
Alex Auvolat
2015-05-04
4
-13
/
+40
*
Fix hdf5 converter
Étienne Simon
2015-05-04
1
-21
/
+31
*
Fixes
Alex Auvolat
2015-05-04
3
-10
/
+10
*
Merge branch 'master' of github.com:adbrebs/taxi
Alex Auvolat
2015-05-04
2
-6
/
+13
|
\
|
*
Add equirectangular distance
Étienne Simon
2015-05-02
1
-5
/
+11
|
*
Change origin_call ids
Étienne Simon
2015-04-29
1
-1
/
+2
*
|
Add make_valid_cut
Alex Auvolat
2015-05-04
1
-0
/
+40
*
|
Add TaxiGenerateSplits
Alex Auvolat
2015-05-04
3
-16
/
+73
|
/
*
Fix
Alex Auvolat
2015-04-29
3
-6
/
+7
*
Fix CSV id normalization
Alex Auvolat
2015-04-29
2
-11
/
+24
*
Fix CSV import (partially)
Alex Auvolat
2015-04-29
3
-34
/
+43
*
Performance improvement
Alex Auvolat
2015-04-29
1
-1
/
+2
*
Fix dumping and loading
Alex Auvolat
2015-04-29
3
-25
/
+52
*
Fixes.
Alex Auvolat
2015-04-29
2
-8
/
+21
*
Debug.
Alex Auvolat
2015-04-29
3
-13
/
+24
*
Adapt model to hdf5 dataset. WIP
Étienne Simon
2015-04-29
5
-100
/
+108
*
Add script for generation of map of destination points only.
Alex Auvolat
2015-04-29
2
-0
/
+35
*
Fix hdf5 polyline conversion
Étienne Simon
2015-04-29
1
-3
/
+3
*
Add data converter to hdf5
Étienne Simon
2015-04-29
1
-0
/
+118
*
Support polylines with <5 points
Alex Auvolat
2015-04-28
4
-18
/
+38
*
Add function for applying model
Alex Auvolat
2015-04-28
5
-17
/
+98
*
Add normalization
Alex Auvolat
2015-04-27
2
-7
/
+21
*
A reasonnable neural network, only it doesn't work.
Alex Auvolat
2015-04-27
1
-9
/
+19
*
Add validation set ; fix lat/lon
Alex Auvolat
2015-04-27
5
-7
/
+62
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