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12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all
Implement a ChatGPT-like LLM in PyTorch from scratch, step by step
Examples and guides for using the OpenAI API
This is a repo with links to everything you'd ever want to learn about data engineering
A collection of notebooks/recipes showcasing some fun and effective ways of using Claude.
The fastai book, published as Jupyter Notebooks
A simple screen parsing tool towards pure vision based GUI agent
A curated list of insanely awesome libraries, packages and resources for Quants (Quantitative Finance)
100-Days-Of-ML-Code中文版
Neural Networks: Zero to Hero
12 Weeks, 24 Lessons, IoT for All!
Code for Machine Learning for Algorithmic Trading, 2nd edition.
《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
A hands-on introduction to video technology: image, video, codec (av1, vp9, h265) and more (ffmpeg encoding). Translations: 🇺🇸 🇨🇳 🇯🇵 🇮🇹 🇰🇷 🇷🇺 🇧🇷 🇪🇸
[🔥updating ...] AI 自动量化交易机器人(完全本地部署) AI-powered Quantitative Investment Research Platform. 📃 online docs: https://ufund-me.github.io/Qbot ✨ :news: qbot-mini: https://github.com/Charmve/iQuant
FinRL®: Financial Reinforcement Learning. 🔥
深度学习入门开源书，基于TensorFlow 2.0案例实战。Open source Deep Learning book, based on TensorFlow 2.0 framework.
tensorflow2中文教程，持续更新(当前版本:tensorflow2.0)，tag: tensorflow 2.0 tutorials
A curated list of applied machine learning and data science notebooks and libraries across different industries (by @firmai)
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、大模型、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
felixge's notes on the various go profiling methods that are available.
Automatic Generation of Visualizations and Infographics using Large Language Models
小型金融知识图谱构建流程（neo4j / python / cypher / KG）
智能视频多语言AI配音/翻译工具 - Linly-Dubbing — “AI赋能，语言无界”
Quantitative analysis, strategies and backtests
An Open-Source Python3 tool with SMALL models for recognizing layouts, tables, math formulas (LaTeX), and text in images, converting them into Markdown format. A free alternative to Mathpix, empowe…
fastquant — Backtest and optimize your ML trading strategies with only 3 lines of code!
Ipython notebook presentations for getting starting with basic programming, statistics and machine learning techniques