🦜🔗 Build context-aware reasoning applications

Python Data Science Handbook: full text in Jupyter Notebooks

🔊 Text-Prompted Generative Audio Model

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 ;)

The fastai deep learning library

A game theoretic approach to explain the output of any machine learning model.

《开源大模型食用指南》针对中国宝宝量身打造的基于Linux环境快速微调（全参数/Lora）、部署国内外开源大模型（LLM）/多模态大模型（MLLM）教程

FinRL: Financial Reinforcement Learning. 🔥

PyTorch code and models for the DINOv2 self-supervised learning method.

Python implementation of algorithms from Russell And Norvig's "Artificial Intelligence - A Modern Approach"

Understanding Deep Learning - Simon J.D. Prince

Neural building blocks for speaker diarization: speech activity detection, speaker change detection, overlapped speech detection, speaker embedding

Overview and tutorial of the LangChain Library

An adversarial example library for constructing attacks, building defenses, and benchmarking both

搜集、整理、发布 中文 自然语言处理 语料/数据集，与 有志之士 共同 促进 中文 自然语言处理 的 发展。

Evidently is ​​an open-source ML and LLM observability framework. Evaluate, test, and monitor any AI-powered system or data pipeline. From tabular data to Gen AI. 100+ metrics.

Efficient Image Captioning code in Torch, runs on GPU

Data augmentation for NLP

Pytorch Implementation of DQN / DDQN / Prioritized replay/ noisy networks/ distributional values/ Rainbow/ hierarchical RL

Simplified implementations of deep learning related works

Chess reinforcement learning by AlphaGo Zero methods.

Gathers machine learning and Tensorflow deep learning models for NLP problems, 1.13 < Tensorflow < 2.0

Tutorials and training material for the H2O Machine Learning Platform

Bottom-up attention model for image captioning and VQA, based on Faster R-CNN and Visual Genome

Code for fintune ChatGLM-6b using low-rank adaptation (LoRA)

ai challenger 2018细粒度情感分类第一名解决方案, A training framework itegrating tensorflow and pytorch

追一科技首届中文NL2SQL挑战赛决赛第3名方案+代码

PyTorch implementation of GAN-based text-to-speech synthesis and voice conversion (VC)

🔦 A Pytorch implementation of GoogleBrain's SpecAugment: A Simple Data Augmentation Method for Automatic Speech Recognition