Implement a ChatGPT-like LLM in PyTorch from scratch, step by step

仅需Python基础，从0构建大语言模型；从0逐步构建GLM4\Llama3\RWKV6， 深入理解大模型原理

📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.

A collection of full time roles in SWE, Quant, and PM for new grads.

A library for efficient similarity search and clustering of dense vectors.

An easy to use blogging platform, with enhanced support for Jupyter Notebooks.

Counterfactual Evaluation and Learning for Interactive Systems: Foundations, Implementations, and Recent Advances

Machine Learning Interviews from FAANG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc. Blog: mlengineer.io.

Tensor decomposition for machine learning (w/ Python implementation)

https://sites.google.com/cornell.edu/recsys2021tutorial

Open Bandit Pipeline: a python library for bandit algorithms and off-policy evaluation

awesome material

Edudata: Datasets in Education and convenient interface for downloading and preprocessing dataset in education

Implementations and examples of common offline policy evaluation methods in Python.

My solution to the book <A collection of Data Science Take-home Challenges>

My solution to the book A Collection of Data Science Take-Home Challenges

📚 技术面试必备基础知识、Leetcode、计算机操作系统、计算机网络、系统设计

Everything you need to know to get the job.

Tensorflow implementation for "Generative Adversarial User Model forReinforcement Learning Based Recommendation System"

Official Pytorch implementation of "LANA: Towards Personalized Deep Knowledge Tracing Through Distinguishable Interactive Sequences"

Long Range Arena for Benchmarking Efficient Transformers

Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object.

算法理论基础知识应知应会

[KDD 2021] Model-Agnostic Counterfactual Reasoning for Eliminating Popularity Bias in Recommender System

🧮 Extended Latent Dirichlet Allocation for Collaborative Filtering in Recommender Systems.

A powerful and flexible machine learning platform for drug discovery