Torecsys
ToR[e]cSys is a PyTorch Framework to implement recommendation system algorithms, including but not limited to click-through-rate (CTR) prediction, learning-to-ranking (LTR), and Matrix/Tensor Embedding. The project objective is to develop an ecosystem to experiment, share, reproduce, and deploy in real-world in a smooth and easy way.
| Project Name | Stars | Downloads | Repos Using This | Packages Using This | Most Recent Commit | Total Releases | Latest Release | Open Issues | License | Language |
|---|---|---|---|---|---|---|---|---|---|---|
| D2l En | 20,613 | 3 months ago | 2 | November 13, 2022 | 115 | other | Python | |||
| Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge. | ||||||||||
| Deeplearningexamples | 12,073 | 3 months ago | 295 | Jupyter Notebook | ||||||
| State-of-the-Art Deep Learning scripts organized by models - easy to train and deploy with reproducible accuracy and performance on enterprise-grade infrastructure. | ||||||||||
| Catalyst | 3,151 |  | 19 | 19 | 9 months ago | 108 | April 29, 2022 | 6 | apache-2.0 | Python |
| Accelerated deep learning R&D | ||||||||||
| Recbole | 3,038 |  | 2 | 3 months ago | 10 | October 31, 2023 | 213 | mit | Python | |
| A unified, comprehensive and efficient recommendation library | ||||||||||
| Spotlight | 2,809 | a year ago | 72 | mit | Python | |||||
| Deep recommender models using PyTorch. | ||||||||||
| Torchrec | 1,639 |  | 1 | 3 months ago | 352 | August 20, 2023 | 184 | bsd-3-clause | Python | |
| Pytorch domain library for recommendation systems | ||||||||||
| Transformers4rec | 974 | 3 months ago | 20 | August 29, 2023 | 79 | apache-2.0 | Python | |||
| Transformers4Rec is a flexible and efficient library for sequential and session-based recommendation and works with PyTorch. | ||||||||||
| Fuxictr | 715 | 3 months ago | 4 | apache-2.0 | Python | |||||
| A configurable, tunable, and reproducible library for CTR prediction https://fuxictr.github.io | ||||||||||
| Daisyrec | 496 | a year ago | 16 | August 14, 2022 | mit | Python | ||||
| This is the repository of our article published in RecSys 2020 "Are We Evaluating Rigorously? Benchmarking Recommendation for Reproducible Evaluation and Fair Comparison" and of several follow-up studies. | ||||||||||
| Crslab | 397 | a year ago | 2 | March 28, 2021 | 6 | mit | Python | |||
| CRSLab is an open-source toolkit for building Conversational Recommender System (CRS). | ||||||||||
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Python
Deep Learning
Pytorch
Neural
Tor
Recommendation System