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deep-learning-tutorial

Deep learning is a subset of machine learning that uses artificial neural networks with multiple layers to automatically learn hierarchical representations from data. It powers modern breakthroughs in computer vision, natural language processing, speech recognition, and generative AI.

Here are 393 public repositories matching this topic...

🧑‍🏫 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, ... 🧠

  • Updated Jan 22, 2026
  • Python

A curated list of awesome Deep Learning tutorials, projects and communities.

  • Updated May 26, 2025

YOLOv4 / Scaled-YOLOv4 / YOLO - Neural Networks for Object Detection (Windows and Linux version of Darknet )

  • Updated Dec 15, 2025
  • C

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

  • Updated Oct 14, 2021
  • Jupyter Notebook

machine learning and deep learning tutorials, articles and other resources

  • Updated Jun 12, 2024

📡 Simple and ready-to-use tutorials for TensorFlow

  • Updated Nov 28, 2022
  • Jupyter Notebook

The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.

  • Updated Jul 22, 2026

Machine learning glossary

  • Updated Aug 8, 2024
  • Python

A computer vision closed-loop learning platform where code can be run interactively online. 学习闭环《计算机视觉实战演练:算法与应用》中文电子书、源码、读者交流社区(持续更新中 ...) 📘 在线电子书 https://charmve.github.io/computer-vision-in-action/ 👇项目主页

  • Updated May 27, 2024
  • Jupyter Notebook

A TensorFlow & Deep Learning online course I taught in 2016

  • Updated Mar 22, 2020
  • Python

A clear, concise, simple yet powerful and efficient API for deep learning.

  • Updated Jan 14, 2026
  • Jupyter Notebook

The deeplearning algorithms implemented by tensorflow

  • Updated Feb 27, 2019
  • Jupyter Notebook

In-depth tutorials for implementing deep learning models on your own with PyTorch.

  • Updated Dec 9, 2023

PyTorch tutorials, examples and some books I found 【不定期更新】整理的PyTorch 最新版教程、例子和书籍

  • Updated Nov 23, 2020
  • Jupyter Notebook

This repository contains small projects related to Neural Networks and Deep Learning in general. Subjects are closely linekd with articles I publish on Medium. I encourage you both to read as well as to check how the code works in the action.

  • Updated Dec 10, 2023
  • Jupyter Notebook

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。

  • Updated Nov 25, 2020
  • Jupyter Notebook

Backtest 1000s of minute-by-minute trading algorithms for training AI with automated pricing data from: IEX, Tradier and FinViz. Datasets and trading performance automatically published to S3 for building AI training datasets for teaching DNNs how to trade. Runs on Kubernetes and docker-compose. >150 million trading history rows generated from +…

  • Updated Sep 5, 2020
  • Jupyter Notebook

Videos, notes and experiments to understand deep learning

  • Updated Aug 15, 2026
  • Jupyter Notebook
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