Google Research

The fastai deep learning library

Instruct-tune LLaMA on consumer hardware

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。

Welcome to the Llama Cookbook! This is your go to guide for Building with Llama: Getting started with Inference, Fine-Tuning, RAG. We also show you how to solve end to end problems using Llama mode…

《李宏毅深度学习教程》（李宏毅老师推荐👍，苹果书🍎），PDF下载地址：https://github.com/datawhalechina/leedl-tutorial/releases

T81-558: Keras - Applications of Deep Neural Networks @Washington University in St. Louis

Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.

Data augmentation for NLP

A clean implementation based on AlphaZero for any game in any framework + tutorial + Othello/Gobang/TicTacToe/Connect4 and more

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为TensorFlow 2.0实现，项目已得到李沐老师的认可

Pytorch implementations of various Deep NLP models in cs-224n(Stanford Univ)

We unified the interfaces of instruction-tuning data (e.g., CoT data), multiple LLMs and parameter-efficient methods (e.g., lora, p-tuning) together for easy use. We welcome open-source enthusiasts…

The Elements of Statistical Learning (ESL)的中文翻译、代码实现及其习题解答。

InferSent sentence embeddings

机器学习初学者公众号作品

[ACL 2024] An Easy-to-use Knowledge Editing Framework for LLMs.

A replica of the AlphaZero methodology for deep reinforcement learning in Python

Dual LSTM Encoder for Dialog Response Generation

A list of NLP(Natural Language Processing) tutorials

Examples of matplotlib codes and plots

tensorflow implementation

Sentiment Analysis with LSTMs in Tensorflow

A collection of notebooks for Natural Language Processing from NLP Town

OpenAI CLIP text encoders for multiple languages!

中文版 v2 课程

Hierarchical Attention Networks for Document Classification in PyTorch

Introduction to Deep Learning for Natural Language Processing

Building a Simple Chatbot from Scratch in Python (using NLTK)

BioWordVec & BioSentVec: pre-trained embeddings for biomedical words and sentences