All Categories → Machine Learning → deep-learning-tutorial

Top 75 deep-learning-tutorial open source projects

🧑‍🏫 50! Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

✭ 5,720

Jupyter Notebook python deep-learning pytorch reinforcement-learning neural-networks gan deep-learning-tutorial machine-learning transformers transformer optimizers

Wordgcn

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

✭ 230

python tensorflow natural-language-processing word-embeddings deep-learning-tutorial

Color Accessibility Neural Network Deeplearnjs

🍃 Using a Neural Network to improve web accessibility in JavaScript.

✭ 230

javascript deep-learning machine-learning neural-network deep-neural-networks neural-networks machine-learning-algorithms deep-learning-tutorial

Machine Learning Notebooks

Machine Learning notebooks for refreshing concepts.

✭ 222

python jupyter-notebook deep-learning machine-learning natural-language-processing reinforcement-learning neural-networks machine-learning-algorithms deep-learning-tutorial data-processing deep-learning-algorithms

Tensorflow And Deeplearning Tutorial

A TensorFlow & Deep Learning online course I taught in 2016

✭ 2,337

python Jupyter Notebook javascript deep-learning tensorflow deep-learning-tutorial tensorboard

Gluon Api

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

✭ 2,322

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

Awesome Deep Learning And Machine Learning Questions

【不定期更新】收集整理的一些网站中（如知乎、Quora、Reddit、Stack Exchange等）与深度学习、机器学习、强化学习、数据科学相关的有价值的问题

✭ 203

deep-learning machine-learning website deeplearning interview machine-learning-algorithms collection question-answering machinelearning collections deep-learning-tutorial zhihu stackoverflow deep-learning-algorithms questions-and-answers

Ml Glossary

Machine learning glossary

✭ 2,338

python Jupyter Notebook deep-learning machine-learning data-science neural-network deep-learning-tutorial cheatsheets

Vgg19 with tensorflow

An easy implement of VGG19 with tensorflow, which has a detailed explanation.

✭ 173

python tensorflow deep-learning-tutorial vgg

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。

✭ 14,234

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

Numpydl

Deep Learning Library. For education. Based on pure Numpy. Support CNN, RNN, LSTM, GRU etc.

✭ 169

python deep-learning deep-neural-networks deep-learning-tutorial deep-learning-algorithms

A Journey Into Convolutional Neural Network Visualization

A journey into Convolutional Neural Network visualization

✭ 165

jupyter-notebook deep-learning pytorch computer-vision convolutional-neural-networks deep-learning-tutorial

Fake Voice Detection

Using temporal convolution to detect Audio Deepfakes

✭ 156

python deep-learning machine-learning deep-learning-tutorial

Machine Learning Tutorials

machine learning and deep learning tutorials, articles and other resources

✭ 11,692

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

Alexnet with tensorflow

an implement of AlexNet with tensorflow, which has a detailed explanation.

✭ 139

python tensorflow deep-learning-tutorial

Adventures In Deep Learning

A curated list of Deep Learning resources sorted by reputation

✭ 131

deep-learning machine-learning neural-network convolutional-neural-networks ml deep-learning-tutorial

Python autocomplete

Use Transformers and LSTMs to learn Python source code

✭ 123

jupyter-notebook deep-learning pytorch nlp deep-learning-tutorial

Machine learning lectures

Collection of lectures and lab lectures on machine learning and deep learning. Lab practices in Python and TensorFlow.

✭ 118

deep-learning machine-learning tensorflow tex reinforcement-learning deep-neural-networks tutorials machine-learning-algorithms tensorflow-tutorials deep-learning-tutorial

Hyperdl Tutorial

深度学习教程整理 | 干货

✭ 1,574

deep-learning-tutorial

Deep learning notes

a collection of my notes on deep learning

✭ 112

jupyter-notebook deep-learning tensorflow convolutional-neural-networks deep-learning-tutorial

Deeplearning tutorials

The deeplearning algorithms implemented by tensorflow

✭ 1,580

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

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.

✭ 106

python deep-learning machine-learning pytorch style-transfer deep-learning-tutorial

Openvino Custom Layers

Tutorial for Using Custom Layers with OpenVINO (Intel Deep Learning Toolkit)

✭ 101

python3 deep-learning-tutorial

Androidtensorflowmachinelearningexample

Android TensorFlow MachineLearning Example (Building TensorFlow for Android)

✭ 1,369

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

Easy Yolo

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

✭ 98

python c deep-learning machine-learning tutorial object-detection camera real-time yolo darknet deep-learning-tutorial

Machine Learning Algorithms

A curated list of almost all machine learning algorithms and deep learning algorithms grouped by category.

✭ 92

python deep-learning machine-learning tutorial neural-network classification machine-learning-algorithms regression deep-learning-tutorial deep-learning-algorithms implementation

My Journey In The Data Science World

📢 Ready to learn or review your knowledge!

✭ 1,175

python jupyter-notebook deep-learning machine-learning data-science deep-neural-networks data-visualization data-analysis big-data kaggle sklearn feature-extraction deep-learning-tutorial eda kaggle-competition deep-learning-algorithms data-cleaning

Bitcoin Price Prediction Using Lstm

Bitcoin price Prediction ( Time Series ) using LSTM Recurrent neural network

✭ 67

jupyter-notebook deep-learning tensorflow keras deep-neural-networks lstm rnn recurrent-neural-networks deep-learning-tutorial lstm-neural-networks series time-series-analysis

Sru Deeplearning Workshop

دوره 12 ساعته یادگیری عمیق با چارچوب Keras

✭ 66

jupyter-notebook computer-vision tutorial keras neural-network convolutional-neural-networks deeplearning classification transfer-learning regression keras-tensorflow deep-learning-tutorial

The Incredible Pytorch

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

✭ 8,584

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

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

✭ 49

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

Relativistic Average Gan Keras

The implementation of Relativistic average GAN with Keras

✭ 36

jupyter-notebook deep-learning keras gan deeplearning generative-adversarial-network mnist deep-learning-tutorial cifar10

Deep Tutorials For Pytorch

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

✭ 971

pytorch pytorch-tutorial deep-learning-tutorial pytorch-tutorials

Letslearnai.github.io

Lets Learn AI

✭ 33

html deep-learning machine-learning tensorflow nlp neural-network artificial-intelligence deep-neural-networks ai machine-learning-algorithms machinelearning nlp-machine-learning tensorflow-tutorials deep-learning-tutorial tensorflow-models tensorflow-examples deep-learning-algorithms

Deep Learning Experiments

Notes and experiments to understand deep learning concepts

✭ 883

jupyter-notebook deep-learning tensorflow keras artificial-intelligence deep-learning-tutorial

Kalasalingam

IEEE "Invited Talk on Deep Learning" 03/02/2018

✭ 13

jupyter-notebook deep-learning machine-learning deep-neural-networks deep-learning-tutorial keras-tutorials

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.

✭ 896

jupyter-notebook deep-learning computer-vision neural-network numpy deep-learning-tutorial

Kur

Descriptive Deep Learning

✭ 811

python deep-learning machine-learning neural-network deep-neural-networks neural-networks speech-recognition speech-to-text image-recognition deep-learning-tutorial

Tensorflow Tutorial

TensorFlow and Deep Learning Tutorials

✭ 748

deep-learning machine-learning tensorflow nlp keras neural-network reinforcement-learning convolutional-neural-networks neural-networks cnn deep-reinforcement-learning recurrent-neural-networks notebook tensorflow-tutorials autoencoder deep-learning-tutorial neural-machine-translation tensorlayer

Ufldl tutorial

Stanford Unsupervised Feature Learning and Deep Learning Tutorial

✭ 689

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

Deeplearning.ai

deeplearning.ai , By Andrew Ng, All video link

✭ 625

deep-learning artificial-intelligence deep-neural-networks convolutional-neural-networks deeplearning coursera deep-learning-tutorial artificial-neural-networks deep-learning-algorithms andrew-ng

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/

✭ 605

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

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。

✭ 517

jupyter-notebook pytorch pytorch-tutorial deep-learning-tutorial

Androidtensorflowmnistexample

Android TensorFlow MachineLearning MNIST Example (Building Model with TensorFlow for Android)

✭ 449

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

Practical Deep Learning Book

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

✭ 441

jupyter-notebook deep-learning machine-learning artificial-intelligence cloud mobile object-detection edge deep-learning-tutorial

Dl tutorials 10weeks

Deep Learning Tutorials for 10 Weeks

✭ 406

deep-learning-tutorial

Trainyourownyolo

Train a state-of-the-art yolov3 object detector from scratch!

✭ 399

python jupyter-notebook deep-learning keras object-detection gpu yolo transfer-learning yolov3 inference deep-learning-tutorial detector keras-models

First Steps Towards Deep Learning

This is an open sourced book on deep learning.

✭ 376

python3 css deep-learning pytorch computer-vision artificial-intelligence deep-neural-networks convolutional-neural-networks recurrent-neural-networks pytorch-tutorial deep-learning-tutorial artificial-neural-networks how-to

Pytorch Tutorials Examples And Books

PyTorch1.x tutorials, examples and some books I found 【不定期更新】整理的PyTorch 1.x 最新版教程、例子和书籍

✭ 346

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

Tensorflow Project Template

A best practice for tensorflow project template architecture.

✭ 3,466

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

Awesome Deep Learning

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

✭ 18,071

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

Tensorflow Course

📡 Simple and ready-to-use tutorials for TensorFlow

✭ 15,931

python Jupyter Notebook deep-learning tensorflow deep-learning-tutorial

Machine Learning Curriculum

Complete path for a beginner to become a Machine Learning Scientist!

✭ 279

python deep-learning machine-learning algorithm statistics math mathematics linear-algebra deep-learning-tutorial udacity machine-learning-library udemy calculus

Adaptnlp

An easy to use Natural Language Processing library and framework for predicting, training, fine-tuning, and serving up state-of-the-art NLP models.

✭ 278

jupyter-notebook deep-learning machine-learning docker pytorch nlp natural-language-processing gpu deep-learning-tutorial api-rest easy

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.

✭ 271

python deep-learning machine-learning pytorch gans deep-learning-tutorial generative-adversarial-networks

Dlpython course

Примеры для курса "Программирование глубоких нейронных сетей на Python"

✭ 266

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

Deeplearning.ai Notes

These are my notes which I prepared during deep learning specialization taught by AI guru Andrew NG. I have used diagrams and code snippets from the code whenever needed but following The Honor Code.

✭ 262

jupyter-notebook deep-learning machine-learning neural-networks optimization programming deep-learning-tutorial hyperparameter-tuning

RACLAB

No description or website provided.

✭ 33

Jupyter Notebook python opencv ubuntu artificial-intelligence deep-learning-tutorial ros-kinetic

cresset

Template repository to build PyTorch projects from source on any version of PyTorch/CUDA/cuDNN.

✭ 573

Dockerfile Makefile python docker template machine-learning build deep-learning docker-compose makefile wheel cuda pytorch source deep-learning-tutorial source-python mlops template-repository mlops-template

Personalised-aesthetic-assessment-using-residual-adapters

Jupyter notebooks used as supporting material for an msc thesis about personalised aesthetic assessment using residual adapters.

✭ 19

Jupyter Notebook python deep-neural-networks computer-vision deep-learning thesis notebook photography picture image-processing neural-networks image-manipulation image-classification enhancement deep-learning-tutorial aesthetic-engine aesthetic-visual-analysis residual-adapters personalised-aesthetics-assessment

1-60 of 75 deep-learning-tutorial projects

›