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Developments #7

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6dd33bd
Implemented Thompson Sampling
OwenHG Feb 6, 2020
a89536d
Updated config file to include TS and added TS import to Simulation.py
OwenHG Feb 6, 2020
415a68e
Update Thompson Sampling to choose the k best articles
OwenHG Feb 6, 2020
b02e2e2
Begin implentation of LinPHE (Linear Perturbed History Exploration)
OwenHG Feb 10, 2020
eb4c091
Update LinPHE to be able to choose k top articles
OwenHG Feb 10, 2020
175d705
Minor changes to LinPHE.py
OwenHG Feb 24, 2020
0131d6b
Update the default value of paramaters for LinPHE and ThompsonSampling
OwenHG Feb 24, 2020
8ec3e5a
Imperfect implementation of BanditLib with rewards coming from dataset
OwenHG Mar 22, 2020
1ccd4bd
Fix error with choosing dataset
OwenHG Mar 22, 2020
0b1bba4
Record regret at each batch
OwenHG Mar 26, 2020
114360f
Changes to filepaths
OwenHG Mar 26, 2020
80b1813
All algorithms work with simulate rewards. Update util_functions dict…
OwenHG Mar 27, 2020
ea2e32f
Fix COLin and GOBlin to work with LastFM
OwenHG Mar 28, 2020
6c6b24a
Implement MLP based algorithm
OwenHG Apr 2, 2020
e89fdda
Add createMLPDict function
OwenHG Apr 2, 2020
20fef9e
Creation of Perturbed MLP algorithm
OwenHG Apr 16, 2020
0a87156
Implement perturbed MLP
OwenHG Apr 16, 2020
e91acac
MLP models work much better
OwenHG Apr 30, 2020
2fb8f24
Remove Torch Linear Regression, add Cuda
OwenHG May 19, 2020
fb73cc5
Add gradient pertubation
OwenHG May 20, 2020
7e470fe
MLP algorithms main params are set through config file
OwenHG May 24, 2020
cd52645
Can now model on Yahoo dataset
OwenHG Jun 18, 2020
67d78f9
Implement UCBMLP algorithm
OwenHG Jul 20, 2020
1bb892f
Fix some issues with RewardManagers, add todo file
OwenHG Jul 20, 2020
669f571
YahooRewardManager plots pop up, two config files
OwenHG Jul 20, 2020
fed852b
Add documentation
OwenHG Jul 22, 2020
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2 changes: 2 additions & 0 deletions Dataset/Yahoo/Yahoo.top80.cut
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160 changes: 160 additions & 0 deletions Dataset/Yahoo/YahooKMeansModel/10kmeans_model160.dat
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20 changes: 20 additions & 0 deletions Dataset/Yahoo/YahooKMeansModel/10kmeans_model20.dat
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