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An open API service indexing awesome lists of open source software.

Projects in Awesome Lists tagged with deep-learning-tutorial

A curated list of projects in awesome lists tagged with deep-learning-tutorial .

https://github.com/labmlai/annotated_deep_learning_paper_implementations

🧑‍🏫 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, ... 🧠

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

Last synced: 17 Nov 2025

https://github.com/alexeyab/darknet

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

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

Last synced: 05 Oct 2025

https://github.com/AlexeyAB/darknet

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

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

Last synced: 14 Mar 2025

https://github.com/shusentang/dive-into-dl-pytorch

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。

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

Last synced: 13 May 2025

https://github.com/ShusenTang/Dive-into-DL-PyTorch

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。

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

Last synced: 28 Mar 2025

https://github.com/osforscience/TensorFlow-Course

:satellite: Simple and ready-to-use tutorials for TensorFlow

deep-learning deep-learning-tutorial python tensorflow

Last synced: 29 Mar 2025

https://github.com/instillai/TensorFlow-Course

:satellite: Simple and ready-to-use tutorials for TensorFlow

deep-learning deep-learning-tutorial python tensorflow

Last synced: 15 Mar 2025

https://github.com/instillai/tensorflow-course

:satellite: Simple and ready-to-use tutorials for TensorFlow

deep-learning deep-learning-tutorial python tensorflow

Last synced: 13 May 2025

https://github.com/ritchieng/the-incredible-pytorch

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

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

Last synced: 14 May 2025

https://github.com/ritchieng/the-incredible-pytorch?ref=pythonrepo.com

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

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

Last synced: 04 May 2025

https://github.com/cbamls/ai_tutorial

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

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

Last synced: 15 May 2025

https://github.com/charmve/computer-vision-in-action

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

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

Last synced: 15 May 2025

https://github.com/Charmve/computer-vision-in-action

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

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

Last synced: 14 Apr 2025

https://github.com/creatcodebuild/tensorflow-and-deeplearning-tutorial

A TensorFlow & Deep Learning online course I taught in 2016

deep-learning deep-learning-tutorial tensorboard tensorflow

Last synced: 15 May 2025

https://github.com/CreatCodeBuild/TensorFlow-and-DeepLearning-Tutorial

A TensorFlow & Deep Learning online course I taught in 2016

deep-learning deep-learning-tutorial tensorboard tensorflow

Last synced: 15 Apr 2025

https://github.com/gluon-api/gluon-api

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

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

Last synced: 15 May 2025

https://github.com/xiaohu2015/deeplearning_tutorials

The deeplearning algorithms implemented by tensorflow

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

Last synced: 08 Apr 2025

https://github.com/sgrvinod/deep-tutorials-for-pytorch

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

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

Last synced: 16 May 2025

https://github.com/sgrvinod/Deep-Tutorials-for-PyTorch

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

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

Last synced: 01 May 2025

https://github.com/skalskip/ilearndeeplearning.py

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 deep-learning-tutorial neural-network numpy visualizations

Last synced: 08 Apr 2025

https://github.com/SkalskiP/ILearnDeepLearning.py

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 deep-learning-tutorial neural-network numpy visualizations

Last synced: 01 May 2025

https://github.com/bat67/pytorch-tutorials-examples-and-books

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

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

Last synced: 16 May 2025

https://github.com/shusentang/deep-learning-with-pytorch-chinese

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。

deep-learning-tutorial pytorch pytorch-tutorial

Last synced: 16 May 2025

https://github.com/roatienza/deep-learning-experiments

Videos, notes and experiments to understand deep learning

artificial-intelligence deep-learning deep-learning-tutorial nlp pytorch speech vision

Last synced: 14 May 2025

https://github.com/roatienza/Deep-Learning-Experiments

Videos, notes and experiments to understand deep learning

artificial-intelligence deep-learning deep-learning-tutorial nlp pytorch speech vision

Last synced: 27 Mar 2025

https://github.com/algotraders/stock-analysis-engine

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 +5000 algorithms. Heads up: Yahoo's Finance API was disabled on 2019-01-03 https://developer.yahoo.com/yql/

algorithmic-trading backtesting deep-learning deep-learning-tutorial deep-neural-networks docker helm helm-charts iex iexcloud jupyter keras kubernetes minio options redis s3 stocks tensorflow tradier

Last synced: 15 May 2025

https://github.com/AlgoTraders/stock-analysis-engine

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 +5000 algorithms. Heads up: Yahoo's Finance API was disabled on 2019-01-03 https://developer.yahoo.com/yql/

algorithmic-trading backtesting deep-learning deep-learning-tutorial deep-neural-networks docker helm helm-charts iex iexcloud jupyter keras kubernetes minio options redis s3 stocks tensorflow tradier

Last synced: 30 Mar 2025

https://github.com/PracticalDL/Practical-Deep-Learning-Book

Official code repo for the O'Reilly Book - Practical Deep Learning for Cloud, Mobile & Edge

artificial-intelligence cloud deep-learning deep-learning-tutorial edge machine-learning mobile object-detection oreilly oreilly-books

Last synced: 26 Apr 2025

https://github.com/jatinshah/ufldl_tutorial

Stanford Unsupervised Feature Learning and Deep Learning Tutorial

convolutional-neural-networks deep-learning deep-learning-tutorial

Last synced: 22 Jul 2025

https://github.com/sjchoi86/dl_tutorials_10weeks

Deep Learning Tutorials for 10 Weeks

deep-learning-tutorial

Last synced: 27 Oct 2025

https://github.com/gordicaleksa/pytorch-neural-style-transfer

Reconstruction of the original paper on neural style transfer (Gatys et al.). I've additionally included reconstruction scripts which allow you to reconstruct only the content or the style of the image - for better understanding of how NST works.

deep-learning deep-learning-tutorial machine-learning neural-style-transfer neural-style-transfer-pytorch neural-style-transfer-tutorial non-photorealistic-rendering python pytorch style-transfer

Last synced: 06 Apr 2025

https://github.com/gordicaleksa/pytorch-deepdream

PyTorch implementation of DeepDream algorithm (Mordvintsev et al.). Additionally I've included playground.py to help you better understand basic concepts behind the algo.

deep-dream-tutorial deep-learning deep-learning-tutorial deepdream machine-learning python pytorch

Last synced: 10 Oct 2025

https://github.com/gordicaleksa/pytorch-gans

My implementation of various GAN (generative adversarial networks) architectures like vanilla GAN (Goodfellow et al.), cGAN (Mirza et al.), DCGAN (Radford et al.), etc.

conditional-gan dc-gan deep-learning deep-learning-tutorial gan-tutorial gans generative-adversarial-nets generative-adversarial-networks machine-learning python pytorch vanilla-gan

Last synced: 07 Apr 2025

https://github.com/gordicaleksa/pytorch-GANs

My implementation of various GAN (generative adversarial networks) architectures like vanilla GAN (Goodfellow et al.), cGAN (Mirza et al.), DCGAN (Radford et al.), etc.

conditional-gan dc-gan deep-learning deep-learning-tutorial gan-tutorial gans generative-adversarial-nets generative-adversarial-networks machine-learning python pytorch vanilla-gan

Last synced: 01 May 2025

https://github.com/sozykin/dlpython_course

Примеры для курса "Программирование глубоких нейронных сетей на Python"

deep-learning deep-learning-tutorial deep-neural-networks keras keras-tensorflow keras-tutorials python tensorflow tensorflow-tutorials

Last synced: 06 Apr 2025

https://github.com/malllabiisc/WordGCN

ACL 2019: Incorporating Syntactic and Semantic Information in Word Embeddings using Graph Convolutional Networks

acl2019 deep-learning-tutorial gcn graph-convolutional-networks natural-language-processing tensorflow word-embeddings

Last synced: 02 Apr 2025

https://github.com/labmlai/python_autocomplete

Use Transformers and LSTMs to learn Python source code

autocomplete-python deep-learning deep-learning-tutorial nlp pytorch

Last synced: 14 Dec 2025

https://github.com/gordicaleksa/pytorch-neural-style-transfer-johnson

Reconstruction of the fast neural style transfer (Johnson et al.). Some portions of the paper have been improved by the follow-up work like the instance normalization, etc. Checkout transformer_net.py's header for details.

deep-learning deep-learning-tutorial machine-learning neural-style-transfer neural-style-transfer-tutorial non-photorealistic-rendering python pytorch style-transfer

Last synced: 25 Oct 2025

https://github.com/kleinyuan/easy-yolo

Yolo (Real time object detection) model training tutorial with deep learning neural networks

camera darknet deep-learning deep-learning-tutorial labelimg machine-learning multiple-gpu object-detection python real-time training-yolo tutorial yolo

Last synced: 12 Apr 2025

https://github.com/chainer/tutorials

Introduction to Deep Learning: Chainer Tutorials

chainer deep-learning deep-learning-tutorial deeplearning google-colaboratory python

Last synced: 28 Oct 2025

https://github.com/gordicaleksa/pytorch-naive-video-neural-style-transfer

Create naive (no temporal loss) NST for videos with person segmentation. Just place your videos in data/, run and you get your stylized and segmented videos.

deep-learning deep-learning-tutorial machine-learning neural-style-transfer neural-style-transfer-tutorial non-photorealistic-rendering python pytorch semantic-segmentation style-transfer video

Last synced: 26 Apr 2025

https://github.com/IliaZenkov/sklearn-audio-classification

An in-depth analysis of audio classification on the RAVDESS dataset. Feature engineering, hyperparameter optimization, model evaluation, and cross-validation with a variety of ML techniques and MLP

audio audio-data classification deep-learning-tutorial deep-neural-networks dnns emotion emotion-detection emotion-recognition feature-engineering machine-learning machine-learning-tutorials mlp-model model-evaluation ravdess-dataset scikit-learn sklearn

Last synced: 22 Mar 2025

https://github.com/sylvaticus/spmlj

Introduction to Scientific Programming and Machine Learning with Julia

deep-learning-algorithms deep-learning-tutorial julia machine-learning

Last synced: 28 Oct 2025

https://github.com/prakritidev/DeepLearning

This repository will contain the example detailed codes of Tensorflow and Keras, This repository will be useful for Deep Learning staters who find difficult to understand the example codes

deep-learning deep-learning-algorithms deep-learning-staters deep-learning-tutorial keras keras-models keras-tutorials

Last synced: 19 Jul 2025

https://github.com/christophmark/pytorch-autocomplete

Tutorial for developing a topic-specific autocomplete function for Jupyter notebooks based on PyTorch and Google Colaboratory.

autocomplete deep-learning-tutorial juypter lstm pytorch rnn-pytorch

Last synced: 13 Jul 2025

https://github.com/khaivdo/how-to-train-an-object-detector-using-tensorflow-api-on-ubuntu-16.04-gpu

This repo explains how to train an Object Detector for multiple objects using Tensorflow Object Detection API on Ubuntu 16.04 (GPU)

deep-learning deep-learning-tutorial object-detection tensorflow-gpu tensorflow-models tensorflow-object-detection-api ubuntu1604

Last synced: 24 Oct 2025

https://github.com/outsorcerer/pocket-automl-android-tutorial

Pocket AutoML: Tutorial for Creating an Android App for Image Classification with Deep Learning

android automl computer-vision deep-learning deep-learning-tutorial tensorflow tensorflow-examples tensorflow-lite tensorflow-tutorials tutorial

Last synced: 23 Jun 2025

https://github.com/e1evenn/shinnosuke

A keras-like API deep learning framework,realized by Numpy only.Support CNN, RNN, LSTM, Dense, etc.

deep-learning deep-learning-algorithms deep-learning-framework deep-learning-library deep-learning-tutorial deep-neural-networks

Last synced: 01 Sep 2025

https://github.com/correia-jpv/fucking-awesome-deep-learning

A curated list of awesome Deep Learning tutorials, projects and communities. With repository stars⭐ and forks🍴

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

Last synced: 27 Apr 2025

https://github.com/reddyprasade/deep-learning

Deep learning (also known as deep structured learning or hierarchical learning) is part of a broader family of machine learning methods based on artificial neural networks. Learning can be supervised, semi-supervised or unsupervised. Deep learning architectures such as deep neural networks, deep belief networks, recurrent neural networks and convolutional neural networks have been applied to fields including computer vision, speech recognition, natural language processing, audio recognition, social network filtering, machine translation, bioinformatics, drug design, medical image analysis, material inspection and board game programs, where they have produced results comparable to and in some cases superior to human experts.

anns artificial-neural-networks audio-recognition biological-brains board-game-programs deep-learning deep-learning-algorithms deep-learning-tutorial deep-neural-networks deep-reinforcement-learning hierarchical-learning natural-language-processing neural-network neural-networks social-network-filtering speech-recognition

Last synced: 09 Apr 2025

https://github.com/murufeng/deep-learning

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

deep-learning deep-learning-tutorial

Last synced: 27 Mar 2025

https://github.com/nishant-sethi/deeplearning.ai

This is my assignment on Andrew Ng's special course "Deep Learning Specialization" This course consists of five courses: Neural Networks and Deep Learning Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization Structuring Machine Learning Projects Convolutional Neural Networks Sequence Models

andrew-ng-course artificial-intelligence coursera deep-learning deep-learning-algorithms deep-learning-tutorial deep-neural-networks deeplearning-ai face-recognition jupyter-notebook machine-learning object-detection python tensorflow-experiments

Last synced: 24 Oct 2025

https://github.com/kokensha/machine_learning_deep_learning_lessons

機械学習・深層学習入門レッスン/Machine Learning and Deep Learning lessons.

deep-learning deep-learning-tutorial deeplearning machine-learning machine-learning-tutorials

Last synced: 15 Apr 2025

https://github.com/correia-jpv/fucking-machine-learning-tutorials

Machine learning and deep learning tutorials, articles and other resources. With repository stars⭐ and forks🍴

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

Last synced: 27 Apr 2025

https://github.com/colasgael/cs231n-assignments-spring19

My personal solutions to the CS231n assignments (Spring 2019). CS231n: "CNN" is a Computer Vision class taught at Stanford.

cnn computer-vision deep-learning deep-learning-tutorial pytorch

Last synced: 14 Apr 2025

https://github.com/valentingol/deep-learning-installation

This tutorial provide a step-by-step pipeline to install an effective Python set-up optimized for deep learning for Ubuntu LTS, containing libraries to use efficiently the last versions of Tensorflow and Pytorch with the GPU and a comfortable environment of work with flexible and highly customizable IDE (VSCode) and environment manager (Virtualenv/VirtualenvWrapper).

cuda deep-learning deep-learning-library deep-learning-tutorial setup tutorial virtualenv virtualenvwrapper vscode

Last synced: 15 Sep 2025

https://github.com/natbusa/deepnumbers

A set of educational deep learning demos applied to the MNIST dataset

deep-learning-tutorial deep-neural-networks machine-learning

Last synced: 05 May 2025