Master the essential skills needed to recognize and solve complex real-world problems with Machine Learning and Deep Learning by leveraging the highly popular Python Machine Learning Eco-system.
- machine-learning
- deep-learning
- python
- classification
Repository Index
85,081 visible repositories in the index
121–144 of 215 · Most stars
Code Repository for The Kaggle Book, Published by Packt Publishing
A middle-to-high level open source algorithm book designed with coding interview at heart!
- leetcode
- algorithms
- algorithms-and-data-structures
- python
Master the fundamentals of machine learning, deep learning, and mathematical optimization by building key concepts and models from scratch using Python.
:book:【译】UCB CS61a SICP Python
- python
- sicp
- textbook
- ucb
The book documenting the curl project, the curl tool, libcurl and more. Simply put: everything curl.
- curl
- libcurl
- book
- documentation
Example code from the book
个人整理的《深入理解计算机系统》中文电子版（原书第 3 版）与实验材料：https://hansimov.gitbook.io/csapp/
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, PyTorch, and Hugging Face libraries.
:books: Awesome CS Books(with Digests)/Series(.pdf by git lfs) Warehouse for Geeks, ProgrammingLanguage, SoftwareEngineering, Web, AI, ServerSideApplication, Infrastructure, FE etc. :dizzy: 优秀创业、商业、产品、人文、计算机科学与技术领域相关的书籍归档，以及我的读书笔记。
教你设计物联网系统。构建自己的Internet of Things 。
- iot
- iot-design
- desing-iot
- internet-of-things
The AI Compendium, previously called the ML Compendium, curates resources and explanations of machine learning (ML) and deep learning, from a business problem through data, AI, engineering, and product.
- machine-learning
- deep-learning
- algorithms
- product-management
Book repository for The Turing Way: a how to guide for reproducible, ethical and collaborative data science
- community
- data-science
- education
This is the official repository for The Hundred-Page Language Models Book by Andriy Burkov
The repository host gives no description.
- hacking
- pentesting
- oscp
- security
PyMC educational resources
- bayesian-inference
- bayesian-statistics
- data-science
- data-analysis
Sample codes for my CUDA programming book
- cuda-programming
- gpu-programming
- molecular-dynamics-simulation
Text and code for the second edition of Think Bayes, by Allen Downey.
- jupyter
- python
- bayes
- bayesian-statistics
Comprehensive collection of programming styles using a simple computational task, term frequency
classic books of computer science!
Code and data accompanying Natural Language Processing with PyTorch published by O'Reilly Media https://amzn.to/3JUgR2L
- natural-language-processing
- nlp
- pytorch-nlp
- pytorch
Parallel Computing and Scientific Machine Learning (SciML): Methods and Applications (MIT 18.337J/6.338J)
- differential-equations
- scientific-machine-learning
- neural-networks
- numerical-methods
⚡️基于物理的渲染（PBR）白皮书 | White Paper of Physically Based Rendering(PBR)
- pbr
- ebook
- physically-based-rendering
- game-development
A Lean companion to Analysis I