awarebayes/RecNN

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setup.py27
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setup.cfg
res/logo big.png
res/article_2.png
res/article_1.png
requirements.txt
recnn/utils/plot.py102
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recnn/utils/misc.py25
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recnn/utils/__init__.py3
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recnn/nn/update/td3.py119
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1 hr
recnn/nn/update/reinforce.py104
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2 hrs
recnn/nn/update/misc.py44
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recnn/nn/update/ddpg.py85
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recnn/nn/update/bcq.py142
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recnn/nn/update/__init__.py5
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recnn/nn/models.py201
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recnn/nn/algo.py170
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recnn/nn/__init__.py4
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recnn/data/utils.py209
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recnn/data/pandas_backend.py28
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recnn/data/env.py300
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recnn/data/db_con.py50
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recnn/data/dataset_functions.py130
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recnn/data/__init__.py5
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recnn/__init__.py2
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readme.md
examples/readme.md
examples/99.To be released, but working/4. SearchNet/1. DDPG_SN.ipynb
examples/99.To be released, but working/3. Decentralized Recommendation with PySyft/1. PySyft with RecNN Environment .ipynb
examples/99.To be released, but working/2. BCQ/2. BCQ Pyro.ipynb
examples/99.To be released, but working/2. BCQ/1. BCQ PyTorch .ipynb
examples/2. REINFORCE TopK Off Policy Correction/3. TopK Reinforce Off Policy Correction.ipynb
examples/2. REINFORCE TopK Off Policy Correction/2. Reinforce Off Policy Correction.ipynb
examples/2. REINFORCE TopK Off Policy Correction/1. Basic Reinforce with RecNN.ipynb
examples/2. REINFORCE TopK Off Policy Correction/0. Inner workings of REINFORCE inside recnn (optional).ipynb
examples/1. Vanilla RL/5. LSTM State Encoder.ipynb
examples/1. Vanilla RL/4. SAC.ipynb
examples/1. Vanilla RL/3. TD3.ipynb
examples/1. Vanilla RL/2. DDPG.ipynb
examples/1. Vanilla RL/1. Anomaly Detection.ipynb
examples/0. Embeddings Generation/Pipelines/ML20M/5. The Big Merge.ipynb
examples/0. Embeddings Generation/Pipelines/ML20M/4. Graph Embeddings.ipynb
examples/0. Embeddings Generation/Pipelines/ML20M/3. Feature Engineering .ipynb
examples/0. Embeddings Generation/Pipelines/ML20M/2. NLP.ipynb
examples/0. Embeddings Generation/Pipelines/ML20M/1. Async Parsing.ipynb
examples/0. Embeddings Generation/1. (proof of concept) DQN.ipynb
docs/source/nn.rst
docs/source/index.rst
docs/source/examples/your_data.rst
docs/source/examples/pandas_backend.rst