jackliaoall-ai-books-practise-archive Goto Github PK

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

d2l-en

Interactive deep learning book with code, math, and discussions. Available in multi-frameworks.

d2l-pytorch

This project reproduces the book Dive Into Deep Learning (https://d2l.ai/), adapting the code from MXNet into PyTorch.

deep-learning-from-scratch

『ゼロから作る Deep Learning』(O'Reilly Japan, 2016)

deep-learning-from-scratch-1

《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》；《菜菜的机器学习sklearn》

deep-learning-from-scratch-2

『ゼロから作る Deep Learning ❷』(O'Reilly Japan, 2018)

deep-learning-from-scratch-3

『ゼロから作る Deep Learning ❸』(O'Reilly Japan, 2020)

deep-learning-from-scratch-4

deep-learning-with-pytorch-chinese

本仓库将PyTorch官方书籍《Deep learning with PyTorch》（基本摘录版）翻译成中文版并给出可运行的相关代码。

deep-learning-with-pytorch-tutorials

深度学习与PyTorch入门实战视频教程 配套源代码和PPT

deep-learning-with-tensorflow-book

深度学习开源书，基于TensorFlow 2.0实战。Open source Deep Learning book, based on TensorFlow 2.0 framework.

deeplearning

深度学习相关教程

deeplearning-with-tensorflow-notes

龙曲良《TensorFlow深度学习》学习笔记及代码，采用TensorFlow2.0.0版本

deeplizard-pytorch-

自己总结的DeepLizard的pytorch神经网络编程系列视频的笔记(非官方)

dive-into-dl-pytorch

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

dl-from-scratch

dl-with-python-and-pytorch

《Python深度学习基于PyTorch》 Deep Learning with Python and PyTorch 作者：吴茂贵 郁明敏 杨本法 李涛 张粤磊 等

easycv

fastai_book_jp

flagmaker_chatgpt_developement

ChatGPT 開發手冊 - 用 OpenAI API‧LangChain‧Embeddings 設計 Plugin、LINE/Discord bot、股票分析與客服自動化助理

full_course_langchain

gans-in-action

Companion repository to GANs in Action: Deep learning with Generative Adversarial Networks

gdl_code

The official code repository for examples in the O'Reilly book 'Generative Deep Learning'

hands-on-reinforcement-learning-with-python

Hands-On Reinforcement Learning with Python, published by Packt

hands-on-rl

https://hrl.boyuai.com/

handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

julia-programming-cookbook

keras-ml-dl-deeplizard

Keras-ML-DL-DeepLizard

machine-learning-blueprints

《Python机器学习实践指南》代码和笔记

machine-learning-collection

A resource for learning about ML, DL, PyTorch and TensorFlow. Feedback always appreciated :)