利用数学和数据理解足球（Use Math and Data to Understand Football）

🎁 5,400,000+ Unsplash images made available for research and machine learning

《开源大模型食用指南》基于Linux环境快速部署开源大模型，更适合中国宝宝的部署教程

《动手学大模型Dive into LLMs》系列编程实践教程

LLM101n: Let's build a Storyteller

Intro to Reinforcement Learning (强化学习纲要）

Additional exercises and data for EE364a. No solutions; for public consumption.

The repo for Tsinghua summer course: Interdisciplinary Seminar on Big Models

The course notes about Stanford CS234 Reinforcement Learning Winter 2019

Code for the paper "Smart 'Predict, then Optimize'"

Deep Learning Book Chinese Translation

Software measure datasets of software network structure for defect prediction

A type-safe HTTP client for Android and the JVM

Code for ICML2020 "Sequence Generation with Mixed Representations"

A series of tutorials for conducting computational experiments with optimization solvers

Machine learning, in numpy

An extension of Mulan

Optimized scoring systems for classification problems in MATLAB

Adversarial Workshop code and presentation

A toolkit to optimize ML models for deployment for Keras and TensorFlow, including quantization and pruning.

Deep learning examples

Quantum macro assembler for D-Wave systems

Implementation of the paper "Improving Optimization Bounds using Machine Learning: Decision Diagrams meet Deep Reinforcement Learning".

Data-Driven Planning for Sustainable Tourism in Tuscany

Uber trip data from a freedom of information request to NYC's Taxi & Limousine Commission

Training computational graph on top of structured data (string, graph, etc)

Implementation of "Learning Combinatorial Optimization Algorithms over Graphs"

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.