zhao-xuexi 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

ai_curriculum

Open Deep Learning and Reinforcement Learning lectures from top Universities like Stanford, MIT, UC Berkeley.

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, ... 🧠

data-science

:bar_chart: Path to a free self-taught education in Data Science!

devops-exercises

Linux, Jenkins, AWS, SRE, Prometheus, Docker, Python, Ansible, Git, Kubernetes, Terraform, OpenStack, SQL, NoSQL, Azure, GCP, DNS, Elastic, Network, Virtualization. DevOps Interview Questions

free-programming-books-zh_cn

:books: 免费的计算机编程类中文书籍，欢迎投稿

git-recipes

🥡 Git recipes in Chinese by Zhongyi Tong. 高质量的Git中文教程.

java-books-collections

:books:Java编程书籍收集分享。Java programming books collection to share.:rocket:

jupyter

Jupyter metapackage for installation, docs and chat

lihang-code

《统计学习方法》的代码实现

linux-command

Linux命令大全搜索工具，内容包含Linux命令手册、详解、学习、搜集。https://git.io/linux

linuxtools_rst

Linux工具快速教程

my_first_repo

hello

pydata-book

Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media

python

最良心的 Python 教程：

python-100-days

Python - 100天从新手到大师

pytorch-deep-learning

Materials for the Learn PyTorch for Deep Learning: Zero to Mastery course.

stanford-cs-229-machine-learning

VIP cheatsheets for Stanford's CS 229 Machine Learning

test

tuning_playbook

A playbook for systematically maximizing the performance of deep learning models.

zhao-xuexi

Config files for my GitHub profile.