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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labmlai /annotated_deep_learning_paper_implementations

Star64.6k

🧑‍🏫 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

UpdatedNov 11, 2025
Python

ChristosChristofidis /awesome-deep-learning

Star26.9k

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

UpdatedMay 26, 2025

AlexeyAB /darknet

Star22.2k

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

UpdatedAug 28, 2025
C

ShusenTang /Dive-into-DL-PyTorch

Star19.2k

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

UpdatedOct 14, 2021
Jupyter Notebook

ujjwalkarn /Machine-Learning-Tutorials

Star17.2k

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

UpdatedJun 12, 2024

instillai /TensorFlow-Course

Star16.3k

📡 Simple and ready-to-use tutorials for TensorFlow

python deep-learning tensorflow deep-learning-tutorial

UpdatedNov 28, 2022
Jupyter Notebook

ritchieng /the-incredible-pytorch

Star12.2k

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

UpdatedNov 26, 2025

MrGemy95 /Tensorflow-Project-Template

Star3.6k

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

UpdatedApr 21, 2022
Python

cbamls /AI_Tutorial

Star3.6k

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

UpdatedApr 15, 2024

bfortuner /ml-glossary

Star3.1k

Machine learning glossary

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

UpdatedAug 8, 2024
Python

Charmve /computer-vision-in-action

Sponsor

Star2.8k

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

UpdatedMay 27, 2024
Jupyter Notebook

CreatCodeBuild /TensorFlow-and-DeepLearning-Tutorial

Star2.3k

A TensorFlow & Deep Learning online course I taught in 2016

deep-learning tensorflow tensorboard deep-learning-tutorial

UpdatedMar 22, 2020
Python

gluon-api /gluon-api

Star2.3k

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

UpdatedAug 13, 2019
Jupyter Notebook

xiaohu2015 /DeepLearning_tutorials

Star1.8k

The deeplearning algorithms implemented by tensorflow

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

UpdatedFeb 27, 2019
Jupyter Notebook

sgrvinod /Deep-Tutorials-for-PyTorch

Star1.6k

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

UpdatedDec 9, 2023

amitshekhariitbhu /AndroidTensorFlowMachineLearningExample

Star1.4k

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

UpdatedMay 2, 2025
Java

bat67 /pytorch-tutorials-examples-and-books

Star1.4k

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

UpdatedNov 23, 2020
Jupyter Notebook

SkalskiP /ILearnDeepLearning.py

Star1.4k

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