Stars
A playbook for systematically maximizing the performance of deep learning models.
Collection of important articles to be treated as a textbook
A curated list of the most impressive AI papers
The simplest, fastest repository for training/finetuning medium-sized GPTs.
tiktoken is a fast BPE tokeniser for use with OpenAI's models.
Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.
Variational Autoencoders for Collaborative Filtering - Implementation in PyTorch
Decoupled Weight Decay Regularization (ICLR 2019)
GitHub Mirror of RecPack: Experimentation Toolkit for Top-N Recommendation (see https://gitlab.com/recpack-maintainers/recpack)
Exposure Matrix Factorization: modeling user exposure in recommendation
NVIDIA Merlin is an open source library providing end-to-end GPU-accelerated recommender systems, from feature engineering and preprocessing to training deep learning models and running inference i…
A link to frameworks useful for the evaluation and reproducibility of recorecommendation algorithms
Variational Bayes linear and logistic regression
A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning …
Fast Python Collaborative Filtering for Implicit Feedback Datasets
Dataframes powered by a multithreaded, vectorized query engine, written in Rust
Collection of publicly available IPTV channels from all over the world
This repository includes some papers that I have read or which I think may be very interesting.
🛍 A real-world e-commerce dataset for session-based recommender systems research.
Plain python implementations of basic machine learning algorithms
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
Laravel 11.0 blog application with Hotwire, Horizon, Telescope, Sanctum, Breeze and Pusher
Socket.io server for Laravel Echo
📝 An awesome Data Science repository to learn and apply for real world problems.