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The Top 2,657 Python Tutorials Open Source Projects

Topic > Tutorials
Project Based Learning ⭐ 70,817
Curated list of project-based tutorials
most recent commit 5 days ago
Tensorflow Examples ⭐ 41,533
TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)
most recent commit 6 months ago
100 Days Of Ml Code ⭐ 34,680
100 Days of ML Coding
most recent commit 4 months ago
Pytorch Tutorial ⭐ 21,979
PyTorch Tutorial for Deep Learning Researchers
most recent commit 9 months ago
100 Days Of Ml Code ⭐ 17,892
100-Days-Of-ML-Code中文版
most recent commit 3 months ago
Tensorflow Course ⭐ 15,697
📡 Simple and ready-to-use tutorials for TensorFlow
most recent commit a year ago
Recommenders ⭐ 13,418
Best Practices on Recommendation Systems
dependent packages 2total releases 10most recent commit 16 days agopypi recommenders} Downloads
Awesome Pytorch List ⭐ 12,977
A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.
most recent commit 2 months ago
Show Me The Code ⭐ 10,952
Python 练习册，每天一个小程序
most recent commit 3 years ago
Stanford Tensorflow Tutorials ⭐ 10,042
This repository contains code examples for the Stanford's course: TensorFlow for Deep Learning Research.
most recent commit 2 years ago
The Incredible Pytorch ⭐ 8,822
The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.
most recent commit 2 months ago
Tensorflow Tutorials ⭐ 8,644
TensorFlow Tutorials with YouTube Videos
most recent commit a year ago
Computervision Recipes ⭐ 8,318
Best Practices, code samples, and documentation for Computer Vision.
most recent commit 4 months ago
C9 Python Getting Started ⭐ 7,273
Sample code for Channel 9 Python for Beginners course
most recent commit 9 months ago
Pytorch Tutorial ⭐ 6,783
Build your neural network easy and fast, 莫烦Python中文教学
most recent commit 2 months ago
Catboost ⭐ 6,624
A fast, scalable, high performance Gradient Boosting on Decision Trees library, used for ranking, classification, regression and other machine learning tasks for Python, R, Java, C++. Supports computation on CPU and GPU.
dependent packages 5total releases 59most recent commit 4 hours ago
Tutorials ⭐ 6,127
PyTorch tutorials.
most recent commit 8 hours ago
Metaflow ⭐ 5,752
🚀 Build and manage real-life data science projects with ease!
total releases 49most recent commit 2 days ago
Reinforcement Learning With Tensorflow ⭐ 5,721
Simple Reinforcement learning tutorials
most recent commit 2 years ago
Snorkel ⭐ 5,155
A system for quickly generating training data with weak supervision
dependent packages 6total releases 20most recent commit a month agopypi snorkel} Downloads
Haystack ⭐ 4,941
🔍 Haystack is an open source NLP framework that leverages pre-trained Transformer models. It enables developers to quickly implement production-ready semantic search, question answering, summarization and document ranking for a wide range of NLP applications.
dependent packages 2total releases 21most recent commit 4 hours agopypi farm-haystack} Downloads
Have Fun With Machine Learning ⭐ 4,912
An absolute beginner's guide to Machine Learning and Image Classification with Neural Networks
most recent commit 7 months ago
Oppia ⭐ 4,580
A free, online learning platform to make quality education accessible for all.
most recent commit 4 hours ago
Devops Guide ⭐ 4,438
DevOps Guide - Development to Production all configurations with basic notes to debug efficiently.
most recent commit 4 months ago
Sampleproject ⭐ 4,228
A sample project that exists for PyPUG's "Tutorial on Packaging and Distributing Projects"
dependent packages 1total releases 20most recent commit 22 days agopypi scqubits} Downloads
Deeplearningzerotoall ⭐ 4,126
TensorFlow Basic Tutorial Labs
most recent commit a year ago
Deeplearningtutorials ⭐ 3,931
Deep Learning Tutorial notes and code. See the wiki for more info.
most recent commit 2 years ago
Tensorflow Tutorial ⭐ 3,873
Tensorflow tutorial from basic to hard
most recent commit 2 years ago
Codeparkshare ⭐ 3,820
Python初学者（零基础学习Python、Python入门）书籍、视频、资料、社区推荐
most recent commit 3 years ago
Materials ⭐ 3,751
Bonus materials, exercises, and example projects for our Python tutorials
most recent commit 8 days ago
Deepchem ⭐ 3,707
Democratizing Deep-Learning for Drug Discovery, Quantum Chemistry, Materials Science and Biology
dependent packages 2total releases 429most recent commit 11 hours agopypi deepchem} Downloads
Pytorchzerotoall ⭐ 3,565
Simple PyTorch Tutorials Zero to ALL!
most recent commit 9 months ago
Deep Learning In Production ⭐ 3,301
In this repository, I will share some useful notes and references about deploying deep learning-based models in production.
most recent commit 4 days ago
Python_reference ⭐ 3,290
Useful functions, tutorials, and other Python-related things
most recent commit 10 days ago
Person_reid_baseline_pytorch ⭐ 3,252
Pytorch ReID: A tiny, friendly, strong pytorch implement of object re-identification baseline. Tutorial 👉https://github.com/layumi/Person_reID_baseline_p
most recent commit 7 days ago
Dive Into Dl Tensorflow2.0 ⭐ 3,248
本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为TensorFlow 2.0实现，项目已得到李沐老师的认可
most recent commit 10 months ago
Scikit Learn Videos ⭐ 3,180
Jupyter notebooks from the scikit-learn video series
most recent commit 10 months ago
Artificial Intelligence Deep Learning Machine Learning Tutorials ⭐ 3,050
A comprehensive list of Deep Learning / Artificial Intelligence and Machine Learning tutorials - rapidly expanding into areas of AI/Deep Learning / Machine Vision / NLP and industry specific areas such as Climate / Energy, Automotives, Retail, Pharma, Medicine, Healthcare, Policy, Ethics and more.
most recent commit 4 months ago
Deep Learning Keras Tensorflow ⭐ 2,863
Introduction to Deep Neural Networks with Keras and Tensorflow
most recent commit 8 months ago
Easy Tensorflow ⭐ 2,844
Simple and comprehensive tutorials in TensorFlow
most recent commit 2 years ago
Gluon Ts ⭐ 2,800
Probabilistic time series modeling in Python
dependent packages 7total releases 50most recent commit 4 hours agopypi gluonts} Downloads
Tensorflow Object Detection Api Tutorial Train Multiple Objects Windows 10 ⭐ 2,733
How to train a TensorFlow Object Detection Classifier for multiple object detection on Windows
most recent commit 9 months ago
Machine Learning Collection ⭐ 2,724
A resource for learning about ML, DL, PyTorch and TensorFlow. Feedback always appreciated :)
most recent commit 6 months ago
Pyqt Chinese Tutorial ⭐ 2,695
PyQt6中文教程
most recent commit 3 months ago
Interactive Tutorials ⭐ 2,674
Interactive Tutorials
most recent commit 24 days ago
Opencv Python Tutorial ⭐ 2,520
OpenCV问答群不再维护。有问题，自己去搜索。Google能找到大部分答案。
most recent commit 9 months ago
Practical Cryptography For Developers Book ⭐ 2,413
Practical Cryptography for Developers: Hashes, MAC, Key Derivation, DHKE, Symmetric and Asymmetric Ciphers, Public Key Cryptosystems, RSA, Elliptic Curves, ECC, secp256k1, ECDH, ECIES, Digital Signatures, ECDSA, EdDSA
most recent commit 6 months ago
Ml Tutorial Experiment ⭐ 2,352
Coding the Machine Learning Tutorial for Learning to Learn
most recent commit 3 years ago
Bayesian Modelling In Python ⭐ 2,202
A python tutorial on bayesian modeling techniques (PyMC3)
most recent commit 5 years ago
Matplotlib Tutorial ⭐ 2,201
Matplotlib tutorial for beginner
most recent commit 7 months ago
Flaskr Tdd ⭐ 2,150
Flaskr: Intro to Flask, Test-Driven Development (TDD), and JavaScript
most recent commit a month ago
Source Code From Tutorials ⭐ 2,117
Here is the source code from all of my tutorials.
most recent commit 2 years ago
Elasticsearch Gmail ⭐ 1,976
Index your Gmail Inbox with Elasticsearch
most recent commit a month ago
Pandas Videos ⭐ 1,808
Jupyter notebook and datasets from the pandas Q&A video series
most recent commit 2 months ago
Yolo_v3_tutorial_from_scratch ⭐ 1,797
Accompanying code for Paperspace tutorial series "How to Implement YOLO v3 Object Detector from Scratch"
most recent commit 3 years ago
Deepschool.io ⭐ 1,788
Deep Learning tutorials in jupyter notebooks.
most recent commit a month ago
Fastapi Realworld Example App ⭐ 1,754
Backend logic implementation for https://github.com/gothinkster/realworld with awesome FastAPI
most recent commit 4 months ago
Break The Ice With Python ⭐ 1,741
The repository is about 100+ python programming exercise problem discussed, explained, and solved in different ways
most recent commit 6 months ago
Byte Of Python ⭐ 1,736
Beginners book on Python - start here if you don't know programming
most recent commit 6 months ago
30 Days Of Python ⭐ 1,725
Learn Python for the next 30 (or so) Days.
most recent commit 8 months ago
100daysofcode With Python Course ⭐ 1,709
Course materials and handouts for #100DaysOfCode in Python course
most recent commit 3 months ago
Python For Absolute Beginners Course ⭐ 1,691
Code samples and other handouts for our course.
most recent commit 6 months ago
Community ⭐ 1,664
This repository holds the content submitted to https://cloud.google.com/community. Files added to the tutorials/ directory will appear at https://cloud.google.com/community/tutorials.
most recent commit 13 days ago
Privacy ⭐ 1,623
Library for training machine learning models with privacy for training data
dependent packages 6total releases 18most recent commit 14 hours agopypi tensorflow-privacy} Downloads
A Pytorch Tutorial To Object Detection ⭐ 1,588
SSD: Single Shot MultiBox Detector | a PyTorch Tutorial to Object Detection
most recent commit 2 years ago
Awesome Chatbot ⭐ 1,556
Awesome Chatbot Projects,Corpus,Papers,Tutorials.Chinese Chatbot =>:
most recent commit 2 years ago
Awesome Dash ⭐ 1,545
A curated list of awesome Dash (plotly) resources
most recent commit 15 days ago
Fbs Tutorial ⭐ 1,477
Tutorial for creating Python/Qt GUIs with fbs
most recent commit 10 months ago
Numpy Cn ⭐ 1,469
NumPy官方中文文档（完整版）
most recent commit a year ago
Awesome Pytorch List Cnversion ⭐ 1,426
Awesome-pytorch-list 翻译工作进行中......
most recent commit a year ago
H2o Tutorials ⭐ 1,380
Tutorials and training material for the H2O Machine Learning Platform
most recent commit 3 months ago
Leo Editor ⭐ 1,339
Leo is an Outliner, Editor, IDE and PIM written in 100% Python.
most recent commit 4 days ago
Njucs ⭐ 1,253
2021南京大学计算机科学与技术845考研公共课和专业课资料：数学一、英语一、政治、数据结构、计算机
most recent commit 3 months ago
Statistical Analysis Python Tutorial ⭐ 1,233
Statistical Data Analysis in Python
most recent commit 7 years ago
Torchgan ⭐ 1,218
Research Framework for easy and efficient training of GANs based on Pytorch
total releases 7most recent commit 9 months ago
Django Locallibrary Tutorial ⭐ 1,213
Local Library website written in Django; example for the MDN server-side development Django module: https://developer.mozilla.org/en-US/docs/Learn/Ser
most recent commit 25 days ago
Omegaconf ⭐ 1,188
Flexible Python configuration system. The last one you will ever need.
dependent packages 154total releases 139most recent commit 9 days agopypi omegaconf} Downloads
Awesome Streamlit ⭐ 1,174
The purpose of this project is to share knowledge on how awesome Streamlit is and can be
total releases 5most recent commit 4 months ago
Deep Learning With Pytorch Tutorials ⭐ 1,166
深度学习与PyTorch入门实战视频教程 配套源代码和PPT
most recent commit 3 years ago
Opencv2 Python Tutorials ⭐ 1,150
This repo contains tutorials on OpenCV-Python library using new cv2 interface
most recent commit a year ago
Learn ⭐ 1,143
learn
most recent commit 2 months ago
Pythoncode Tutorials ⭐ 1,137
The Python Code Tutorials
most recent commit 6 days ago
Docker Tutorial ⭐ 1,111
Docker 基本教學 - 從無到有 Docker-Beginners-Guide 教你用 Docker 建立 Django + PostgreSQL 📝
most recent commit 3 months ago
Projectlearn Project Based Learning ⭐ 1,110
A curated list of project tutorials for project-based learning.
most recent commit 3 months ago
Osmnx Examples ⭐ 1,064
Usage examples, demos, and tutorials for OSMnx.
most recent commit 21 days ago
Intro To Apis Course ⭐ 1,059
Introduction to APIs course
most recent commit a year ago
Awesome Google Colab ⭐ 1,055
Google Colaboratory Notebooks and Repositories (by @firmai)
most recent commit 4 months ago
Webgl Lessons ⭐ 1,025
https://github.com/tparisi/webgl-lessons is now the officially maintained fork for this project
most recent commit 9 years ago
Linux Tutorial ⭐ 1,007
🐧 Linux教程，主要内容：Linux 命令、Linux 系统运维、软件运维、精选常用Shell脚本
most recent commit 10 days ago
Ktrain ⭐ 995
ktrain is a Python library that makes deep learning and AI more accessible and easier to apply
dependent packages 2total releases 172most recent commit a month agopypi ktrain} Downloads
Notebooks ⭐ 972
Learn Python for free using open-source notebooks in Hebrew.
most recent commit 4 months ago
Django Beginners Guide ⭐ 950
A Complete Beginner's Guide to Django - Code Samples
most recent commit 10 months ago
Evolutionary Algorithm ⭐ 941
Evolutionary Algorithm using Python, 莫烦Python 中文AI教学
most recent commit a year ago
Geneticalgorithmpython ⭐ 929
Source code of PyGAD, a Python 3 library for building the genetic algorithm and training machine learning algorithms (Keras & PyTorch).
dependent packages 5total releases 45most recent commit 3 days agopypi pygad} Downloads
Python Learning Resources ⭐ 923
most recent commit 4 years ago
Tensorflow From Zero To One ⭐ 923
TensorFlow 最佳学习资源大全（含课程、书籍、博客、公开课等内容）
most recent commit 2 years ago
Kubernetes Engine Samples ⭐ 918
Sample applications for Google Kubernetes Engine (GKE)
most recent commit 2 days ago
Hellodjango Blog Tutorial ⭐ 909
免费带你学 django 全栈！基于 django 2.2 的个人博客，初学者绝对不能错过的 django 教程！｡◕ᴗ◕｡
most recent commit a year ago
How To Exploit A Double Free ⭐ 881
How to exploit a double free vulnerability in 2021. 'Use After Free for Dummies'
most recent commit 8 months ago
Mastering Pycharm Course ⭐ 872
Course demos and handouts for Talk Python's Effective PyCharm course
most recent commit 5 months ago
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