| .circleci/config.yml | |
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| .codeclimate.json | |
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| .gitignore | |
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| LICENSE | |
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| docs/Makefile | |
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| docs/make.bat | |
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| docs/source/data.rst | |
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| docs/source/examples/cloning_from_github.rst | |
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| docs/source/examples/examples.rst | |
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| docs/source/examples/getting_started.rst | |
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| docs/source/examples/pandas_backend.rst | |
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| docs/source/examples/your_data.rst | |
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| docs/source/index.rst | |
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| docs/source/nn.rst | |
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| examples/0. Embeddings Generation/1. (proof of concept) DQN.ipynb | |
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| examples/0. Embeddings Generation/Pipelines/ML20M/1. Async Parsing.ipynb | |
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| examples/0. Embeddings Generation/Pipelines/ML20M/2. NLP.ipynb | |
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| examples/0. Embeddings Generation/Pipelines/ML20M/3. Feature Engineering .ipynb | |
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| examples/0. Embeddings Generation/Pipelines/ML20M/4. Graph Embeddings.ipynb | |
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| examples/0. Embeddings Generation/Pipelines/ML20M/5. The Big Merge.ipynb | |
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| examples/1. Vanilla RL/1. Anomaly Detection.ipynb | |
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| examples/1. Vanilla RL/2. DDPG.ipynb | |
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| examples/1. Vanilla RL/3. TD3.ipynb | |
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| examples/1. Vanilla RL/4. SAC.ipynb | |
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| examples/1. Vanilla RL/5. LSTM State Encoder.ipynb | |
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| examples/2. REINFORCE TopK Off Policy Correction/0. Inner workings of REINFORCE inside recnn (optional).ipynb | |
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| examples/2. REINFORCE TopK Off Policy Correction/1. Basic Reinforce with RecNN.ipynb | |
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| examples/2. REINFORCE TopK Off Policy Correction/2. Reinforce Off Policy Correction.ipynb | |
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| examples/2. REINFORCE TopK Off Policy Correction/3. TopK Reinforce Off Policy Correction.ipynb | |
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| examples/99.To be released, but working/2. BCQ/1. BCQ PyTorch .ipynb | |
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| examples/99.To be released, but working/2. BCQ/2. BCQ Pyro.ipynb | |
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| examples/99.To be released, but working/3. Decentralized Recommendation with PySyft/1. PySyft with RecNN Environment .ipynb | |
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| examples/99.To be released, but working/4. SearchNet/1. DDPG_SN.ipynb | |
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| examples/readme.md | |
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| readme.md | |
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| requirements.txt | |
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| res/article_1.png | |
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| res/logo big.png | |
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| setup.cfg | |
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| .circleci/tests/learning.py | 66 |
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| .circleci/tests/main.py | 6 |
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| docs/source/conf.py | 18 |
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| recnn/__init__.py | 2 |
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| recnn/data/__init__.py | 5 |
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| recnn/data/dataset_functions.py | 130 |
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| recnn/data/db_con.py | 50 |
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| recnn/data/env.py | 300 | B 4 hrs |
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| recnn/data/pandas_backend.py | 28 |
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| recnn/data/utils.py | 209 | A 3 hrs |
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