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abu_quant

阿布量化交易系统(股票，期权，期货，比特币，机器学习) 基于python的开源量化交易，量化投资架构

ai-learn

人工智能学习路线图，整理近200个实战案例与项目，免费提供配套教材，零基础入门，就业实战！包括：Python，数学，机器学习，数据分析，深度学习，计算机视觉，自然语言处理，PyTorch tensorflow machine-learning,deep-learning data-analysis data-mining mathematics data-science artificial-intelligence python tensorflow tensorflow2 caffe keras pytorch algorithm numpy pandas matplotlib seaborn nlp cv等热门领域

ailearning

AiLearning：数据分析+机器学习实战+线性代数+PyTorch+NLTK+TF2

annotated_deep_learning_paper_implementations

🧑‍🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

atalanta

Atalanta is a modified ATPG (Automatic Test Pattern Generation) tool and fault simulator, orginally from VirginiaTech University.

atpg

Automatic Test Packet Generation

backtrader

Python Backtesting library for trading strategies

best-of-ml-python

🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.

chuanhuchatgpt

GUI for ChatGPT API

competition-baseline

数据挖掘、计算机视觉、自然语言处理、推荐系统竞赛知识、代码、思路

coursera-ml-andrewng-notes

吴恩达老师的机器学习课程个人笔记

cs-self-learning

计算机自学指南

data-science-ipython-notebooks

Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

data-science-notes

数据科学的笔记以及资料搜集

deep-learning-from-scratch

深度学习入门-基于Python的理论与实现》，包含源代码和高清PDF(带书签)；慕课网imooc《深度学习之神经网络(CNN-RNN-GAN)算法原理-实战》

deep-learning-with-tensorflow-book

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.

deeplearning_ai_books

deeplearning.ai（吴恩达老师的深度学习课程笔记及资源）

dockerlabs

Docker - Beginners | Intermediate | Advanced

external-attention-pytorch

🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐

fan_atpg

FAN (fan-out-oriented) ATPG (Automatic Test Pattern Generation) and Fault Simulation command line tool

financial-machine-learning

A curated list of practical financial machine learning tools and applications.

freqtrade

Free, open source crypto trading bot

funnlp

machine learning， deep learning

glados-checkin-1

gold_mind_strategy

掘金策略集锦

hellogithub

:octocat: 分享 GitHub 上有趣、入门级的开源项目。Share interesting, entry-level open source projects on GitHub.

howtrader

howtrader: how to be a quant trader, forked from vnpy with easy installation and deployment

leeml-notes

李宏毅《机器学习》笔记，在线阅读地址：https://datawhalechina.github.io/leeml-notes

leetcode

😏 LeetCode solutions in any programming language | 多种编程语言实现 LeetCode、《剑指 Offer（第 2 版）》、《程序员面试金典（第 6 版）》题解

machine_learing_study