Allen's repositories
ai-collection
The Generative AI Landscape - A Collection of Awesome Generative AI Applications
ai_quant_trade
股票AI操盘手：从学习、模拟到实盘，一站式平台。包含股票知识、策略实例、因子挖掘、传统策略、机器学习、深度学习、强化学习、图网络、高频交易、C++部署和聚宽实例代码等，可以方便学习、模拟及实盘交易
AlgoNotes
【浅梦学习笔记】文章汇总:包含 排序&CXR预估，召回匹配，用户画像&特征工程，推荐搜索综合 计算广告，大数据，图算法，NLP&CV，求职面试 等内容
Algorithm-Practice-in-Industry
搜索、推荐、广告、用增等工业界实践文章收集（来源：知乎、Datafuntalk、技术公众号）
Chinese-CLIP
Chinese version of CLIP which achieves Chinese cross-modal retrieval and representation generation.
ColossalAI
Making big AI models cheaper, easier, and more scalable
CORL
High-quality single-file implementations of SOTA Offline RL algorithms: AWAC, BC, CQL, DT, EDAC, IQL, SAC-N, TD3+BC
cs-self-learning
计算机自学指南
Failed-ML
Compilation of high-profile real-world examples of failed machine learning projects
fastbook2e
The fastai book, 2nd edition (in progress)
hands-on-rl-1
Free course that takes you from zero to Reinforcement Learning PRO 🦸🏻🦸🏽
interpretable-ml-book
Book about interpretable machine learning
Machine-Learning-9
Machine Learning and Causal Inference taught by Brigham Frandsen
MASR-2
Pytorch实现的流式与非流式的自动语音识别框架，同时兼容在线和离线识别，目前支持DeepSpeech2模型，支持多种数据增强方法。
ml_algo_in_depth
ML algorithms in depth
my_notes
My small cheatsheets for data science, ML, computer science and more.
Production-Ready-Applied-Deep-Learning
Production-Ready Applied Deep Learning
safe-rules
详细的C/C++编程规范指南，由360质量工程部编著，适用于桌面、服务端及嵌入式软件系统。
stack-roadmap
方糖全栈路线图2023，为「从螺丝钉到一人企业」补全技能栈
The-Art-of-Writing-Efficient-Programs
The Art of Writing Efficient Programs, published by Packt
THINGSvision
Python package to extract and analyze image representations from state-of-the-art neural networks for computer vision
Transformers-Tutorials
This repository contains demos I made with the Transformers library by HuggingFace.
tuning_playbook
A playbook for systematically maximizing the performance of deep learning models.
udlbook
Understanding Deep Learning - Simon J.D. Prince
unlocking-the-power-of-llms
使用 Prompts 和 Chains 让 ChatGPT 成为神奇的生产力工具！每日更新～
wechat-bot
🤖一个基于OpenAi ChatGPT + WeChaty 实现的微信机器人 ，可以用来帮助你自动回复微信消息，或者管理微信群/好友，检测僵尸粉等...