recs-at-resonable-scale
rexmex
| recs-at-resonable-scale | rexmex | |
|---|---|---|
| 2 | 1 | |
| 218 | 276 | |
| - | 0.0% | |
| 2.3 | 5.5 | |
| about 1 year ago | 9 months ago | |
| Python | Python | |
| MIT License | - |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
recs-at-resonable-scale
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When writing ML software - how do you use TDD?
Good paper, and in response to that one a team from Coveo, wrote this paper on behavioral tests for recommender systems... and also this repo.
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Creating Personalize Recommendation System Design
Check out RecSys (and while you're at it, if experiment tracking is your thing, try integrating with Comet)
rexmex
What are some alternatives?
mlops-python-package - Kickstart your MLOps initiative with a flexible, robust, and productive Python package.
torch-fidelity - High-fidelity performance metrics for generative models in PyTorch
Transformers4Rec - Transformers4Rec is a flexible and efficient library for sequential and session-based recommendation and works with PyTorch.
CSrankings - A web app for ranking computer science departments according to their research output in selective venues, and for finding active faculty across a wide range of areas.
LightFM - A Python implementation of LightFM, a hybrid recommendation algorithm.
ranking - Learning to Rank in TensorFlow
evaluate - 🤗 Evaluate: A library for easily evaluating machine learning models and datasets.
semantic-kitti-api - SemanticKITTI API for visualizing dataset, processing data, and evaluating results.
datasets - 🤗 The largest hub of ready-to-use datasets for ML models with fast, easy-to-use and efficient data manipulation tools
avalanche - Avalanche: an End-to-End Library for Continual Learning based on PyTorch.
recommenders - TensorFlow Recommenders is a library for building recommender system models using TensorFlow.
trajectopy-core - Trajectopy - Trajectory Evaluation in Python