deep-learning-tutorial

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Deep learning is an AI function and a subset of machine learning, used for processing large amounts of complex data. Deep learning can automatically create algorithms based on data patterns.

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annotated_deep_learning_paper_implementations

labmlai / annotated_deep_learning_paper_implementations

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🧑‍🏫 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, ... 🧠

machine-learning reinforcement-learning deep-learning transformers pytorch transformer gan neural-networks literate-programming attention lora deep-learning-tutorial optimizers

Updated Sep 19, 2025
Python

ChristosChristofidis / awesome-deep-learning

Star 26.4k

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

machine-learning awesome deep-learning neural-network recurrent-networks awesome-list deep-learning-tutorial deep-networks face-images

Updated May 26, 2025

AlexeyAB / darknet

Star 22.2k

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

deep-neural-networks computer-vision deep-learning neural-network dnn yolo object-detection deep-learning-tutorial yolov3 yolov4 scaledyolov4 scaled-yolov4

Updated Aug 28, 2025
C

ShusenTang / Dive-into-DL-PyTorch

Star 19.1k

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。

natural-language-processing computer-vision deep-learning pytorch deep-learning-tutorial d2l pytorch-tutorial

Updated Oct 14, 2021
Jupyter Notebook

ujjwalkarn / Machine-Learning-Tutorials

Star 17.1k

machine learning and deep learning tutorials, articles and other resources

list machine-learning awesome deep-neural-networks deep-learning neural-network neural-networks awesome-list machinelearning deeplearning deep-learning-tutorial

Updated Jun 12, 2024

instillai / TensorFlow-Course

Star 16.4k

📡 Simple and ready-to-use tutorials for TensorFlow

python deep-learning tensorflow deep-learning-tutorial

Updated Nov 28, 2022
Jupyter Notebook

ritchieng / the-incredible-pytorch

Star 12.2k

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

python deep-neural-networks deep-learning pytorch deep-learning-library deep-learning-tutorial

Updated Sep 21, 2025

MrGemy95 / Tensorflow-Project-Template

Star 3.6k

A best practice for tensorflow project template architecture.

template deep-learning neural-network tensorflow best-practices oop software-engineering tensorflow-tutorials convolutional-neural-networks deep-learning-tutorial tesnorflow

Updated Apr 21, 2022
Python

AI_Tutorial

cbamls / AI_Tutorial

Star 3.6k

精选机器学习,NLP,图像识别, 深度学习等人工智能领域学习资料,搜索,推荐,广告系统架构及算法技术资料整理。算法大牛笔记汇总

elasticsearch machine-learning deep-neural-networks artificial-intelligence recommender-systems deep-learning-tutorial nlp-machine-learning artificial-intelligence-algorithms machine-learning-tutorials graph-neural-networks search-system

Updated Apr 15, 2024

bfortuner / ml-glossary

Star 3.1k

Machine learning glossary

data-science machine-learning deep-learning neural-network cheatsheets deep-learning-tutorial

Updated Aug 8, 2024
Python

computer-vision-in-action

Charmve / computer-vision-in-action

Sponsor

Star 2.8k

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

machine-learning tutorial books computer-vision deep-learning neural-network notebook jupyter-notebook handbook pytorch transformer ipynb deep-learning-tutorial computer-vision-algorithms colab-notebook in-action charmve

Updated May 27, 2024
Jupyter Notebook

CreatCodeBuild / TensorFlow-and-DeepLearning-Tutorial

Star 2.3k

A TensorFlow & Deep Learning online course I taught in 2016

deep-learning tensorflow tensorboard deep-learning-tutorial

Updated Mar 22, 2020
Python

gluon-api / gluon-api

Star 2.3k

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

deep-learning neural-network neural-networks gluon deep-learning-tutorial deep-learning-framework imperative-programming

Updated Aug 13, 2019
Jupyter Notebook

xiaohu2015 / DeepLearning_tutorials

Star 1.8k

The deeplearning algorithms implemented by tensorflow

sda tensorflow cnn lstm deep-learning-algorithms rbm mlp deep-learning-tutorial dbn

Updated Feb 27, 2019
Jupyter Notebook

sgrvinod / Deep-Tutorials-for-PyTorch

Star 1.6k

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

pytorch deep-learning-tutorial neural-network-tutorials pytorch-tutorial pytorch-tutorials learning-pytorch

Updated Dec 9, 2023

amitshekhariitbhu / AndroidTensorFlowMachineLearningExample

Star 1.4k

Android TensorFlow MachineLearning Example (Building TensorFlow for Android)

machine-learning deep-neural-networks deep-learning tensorflow tensorflow-tutorials deeplearning deep-learning-tutorial tensorflow-models tensorflow-examples tensorflow-android machine-learning-android

Updated May 2, 2025
Java

bat67 / pytorch-tutorials-examples-and-books

Star 1.4k

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

python machine-learning slide library deep-learning neural-network numpy python3 pytorch deep-learning-algorithms deeplearning deep-learning-tutorial pytorch-tutorials learning-pytorch pytorch-ppt

Updated Nov 23, 2020
Jupyter Notebook

SkalskiP / ILearnDeepLearning.py

Star 1.4k

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.

computer-vision deep-learning neural-network numpy visualizations deep-learning-tutorial