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Starred repositories
Data validation using Python type hints
A playbook for systematically maximizing the performance of deep learning models.
Create full-fledged APIs for slowly moving datasets without writing a single line of code.
The balance python package offers a simple workflow and methods for dealing with biased data samples when looking to infer from them to some target population of interest.
A tool for exploring each layer in a docker image
Lightning ⚡️ fast forecasting with statistical and econometric models.
A platform for Reasoning systems (Reinforcement Learning, Contextual Bandits, etc.)
TF-Agents: A reliable, scalable and easy to use TensorFlow library for Contextual Bandits and Reinforcement Learning.
😎 Everything about class-imbalanced/long-tail learning: papers, codes, frameworks, and libraries | 有关类别不平衡/长尾学习的一切:论文、代码、框架与库
📊⚽ A collection of football analytics projects, data, and analysis by Edd Webster (@eddwebster), including a curated list of publicly available resources published by the football analytics community.
The broad index of NLP resources for Eastern European languages. The best EEML 2021 project.
Questions to ask the company during your interview
😎 A curated list of awesome MLOps tools
Behavioral "black-box" testing for recommender systems
Pix2Seq codebase: multi-tasks with generative modeling (autoregressive and diffusion)
Code for "Private Recommender Systems: How Can Users Build Their Own Fair Recommender Systems without Log Data?" (SDM 2022)
The Metadata Platform for your Data and AI Stack
Open Bandit Pipeline: a python library for bandit algorithms and off-policy evaluation
Machine Learning meets ketosis: how to effectively lose weight
Open Source Feature Flagging and A/B Testing Platform
Open-Source Information Retrieval Courses @ TU Wien
A collection of experimentation papers/books/articles that I found useful 😄
Code release for "Detecting Twenty-thousand Classes using Image-level Supervision".