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Deep Learning Tutorial
91 Open Source Deep Learning Tutorial Software Projects
Free and open source deep learning tutorial code projects including engines, APIs, generators, and tools.
Awesome Deep Learning
15996 ⭐
A curated list of awesome Deep Learning tutorials, projects and communities.
Tensorflow Course
14988 ⭐
Simple and ready-to-use tutorials for TensorFlow
Machine Learning Tutorials
10710 ⭐
machine learning and deep learning tutorials, articles and other resources
Dive Into Dl Pytorch
10769 ⭐
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。
The Incredible Pytorch
7425 ⭐
The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.
Tensorflow Project Template
3296 ⭐
A best practice for tensorflow project template architecture.
Gluon API
2327 ⭐
A clear, concise, simple yet powerful and efficient API for deep learning.
Tensorflow And Deeplearning Tutorial
2316 ⭐
A TensorFlow & Deep Learning online course I taught in 2016
Ml Glossary
1919 ⭐
Machine learning glossary
Hyperdl Tutorial
1444 ⭐
深度学习教程整理 | 干货
Androidtensorflowmachinelearningexample
1348 ⭐
Android TensorFlow MachineLearning Example (Building TensorFlow for Android)
Deeplearning_tutorials
1355 ⭐
The deeplearning algorithms implemented by tensorflow
Deep Learning Experiments
857 ⭐
Notes and experiments to understand deep learning concepts
Kur
811 ⭐
Descriptive Deep Learning
Ilearndeeplearning.py
823 ⭐
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.
Deep Tutorials For Pytorch
841 ⭐
In-depth tutorials for implementing deep learning models on your own with PyTorch.
Wagamamaz Tensorflow Tutorial
750 ⭐
TensorFlow and Deep Learning Tutorials
Ufldl_tutorial
690 ⭐
Stanford Unsupervised Feature Learning and Deep Learning Tutorial
Deeplearning.ai
623 ⭐
deeplearning.ai , By Andrew Ng, All video link
Androidtensorflowmnistexample
443 ⭐
Android TensorFlow MachineLearning MNIST Example (Building Model with TensorFlow for Android)
Stock Analysis Engine
449 ⭐
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/
Dl_tutorials_10weeks
400 ⭐
Deep Learning Tutorials for 10 Weeks
First Steps Towards Deep Learning
374 ⭐
This is an open sourced book on deep learning.
Practical Deep Learning Book
386 ⭐
Official code repo for the O'Reilly Book - Practical Deep Learning for Cloud, Mobile & Edge
Deep Learning With Pytorch Chinese
360 ⭐
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。
Pytorch Tutorials Examples And Books
307 ⭐
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
Trainyourownyolo
314 ⭐
Train a state-of-the-art yolov3 object detector from scratch!
Maykulkarni Machine Learning Curriculum
271 ⭐
Complete path for a beginner to become a Machine Learning Scientist!
Dlpython_course
250 ⭐
Примеры для курса "Программирование глубоких нейронных сетей на Python"
Color Accessibility Neural Network Deeplearn.js
231 ⭐
🍃 Using a Neural Network to improve web accessibility in JavaScript.
Deeplearning.ai Notes
239 ⭐
These are my personal 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.
Adaptnlp
229 ⭐
An easy to use Natural Language Processing library and framework for predicting, training, fine-tuning, and serving up state-of-the-art NLP models.
Machine Learning Notebooks
197 ⭐
Machine Learning notebooks for refreshing concepts.
Awesome Deep Learning And Machine Learning Questions
187 ⭐
【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
Wordgcn
193 ⭐
ACL 2019: Incorporating Syntactic and Semantic Information in Word Embeddings using Graph Convolutional Networks
Vgg19_with_tensorflow
173 ⭐
An easy implement of VGG19 with tensorflow, which has a detailed explanation.
Numpydl
162 ⭐
Deep Learning Library. For education. Based on pure Numpy. Support CNN, RNN, LSTM, GRU etc.
Adventures In Deep Learning
131 ⭐
A curated list of Deep Learning resources sorted by reputation
Alexnet_with_tensorflow
131 ⭐
an implement of AlexNet with tensorflow, which has a detailed explanation.
A Journey Into Convolutional Neural Network Visualization
139 ⭐
A journey into Convolutional Neural Network visualization
Fake Voice Detection
141 ⭐
Using temporal convolution to detect Audio Deepfakes
Machine_learning_lectures
114 ⭐
Collection of lectures and lab lectures on machine learning and deep learning. Lab practices in Python and TensorFlow.
Deep_learning_notes
110 ⭐
a collection of my notes on deep learning
Easy Yolo
96 ⭐
Yolo (Real time object detection) model training tutorial with deep learning neural networks
Openvino Custom Layers
94 ⭐
Tutorial for Using Custom Layers with OpenVINO (Intel Deep Learning Toolkit)
Dcgan Oreilly
88 ⭐
Notebook for O'Reilly's "Deep Convolutional Generative Adversarial Networks"
Sahith02 Machine Learning Algorithms
68 ⭐
A curated list of almost all machine learning algorithms and deep learning algorithms grouped by category.
Chainer Tutorials
58 ⭐
Introduction to Deep Learning: Chainer Tutorials
Bitcoin Price Prediction Using Lstm
57 ⭐
Bitcoin price Prediction ( Time Series ) using LSTM Recurrent neural network
Pytorch Neural Style Transfer
65 ⭐
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.
Prakritidev Deeplearning
50 ⭐
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
Sru Deeplearning Workshop
52 ⭐
دوره 12 ساعته یادگیری عمیق با چارچوب Keras
Pytorch Nst Feedforward
44 ⭐
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.
Relativistic Average Gan Keras
37 ⭐
The implementation of Relativistic average GAN with Keras
Understanding Deep Convolutional Neural Networks With A Practical Use Case In Tensorflow And Keras
36 ⭐
What makes convnets so powerful at image classification?
Letslearnai.github.io
33 ⭐
Lets Learn AI
Neo
34 ⭐
Deep learning library in python from scratch
Floydhub Examples
31 ⭐
FloydHub Examples – A collection of boilerplates and examples of machine learning and deep learning models to build, train, and deploy on FloydHub
Flowingsun007 Deeplearningtutorial
33 ⭐
Talk is cheap,show me the code ! Deep Learning,Leaning deep,Have fun!
Lectures All
34 ⭐
Central repository for all lectures on deep learning at UPC ETSETB TelecomBCN.
Raclab
27 ⭐
Pytorch Deepdream
34 ⭐
PyTorch implementation of DeepDream algorithm (Mordvintsev et al.). Additionally I've included playground.py to help you better understand basic concepts behind the algo.
Tensorflow Tutorial
27 ⭐
郑泽宇等《TensorFlow实战Google深度学习框架》（第二版）学习
Deep Learning Tutorial With Chainer
25 ⭐
Deep learning tutorial with Chainer
Tensorflow Ml
25 ⭐
Different machine learning algorithms implementation in Tensorflow
Nettutorial
24 ⭐
Deep learning tutorial
Shinnosuke
20 ⭐
A keras-like API deep learning framework,realized by Numpy only.Support CNN, RNN, LSTM, Dense, etc.
How To Train An Object Detector Using Tensorflow API On Ubuntu 16.04 Gpu
20 ⭐
This repo explains how to train an Object Detector for multiple objects using Tensorflow Object Detection API on Ubuntu 16.04 (GPU)
Pytorch Naive Video Nst
21 ⭐
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.
Eric Haibin Lin Nlp Notebooks
18 ⭐
A collection of natural language processing notebooks.
Personalised Aesthetic Assessment Using Residual Adapters
18 ⭐
Jupyter notebooks used as supporting material for an msc thesis about personalised aesthetic assessment using residual adapters.
Deeplearning Tutorial
16 ⭐
Tutorial of DeepLearning.scala
Deploying Deep Learning Models
20 ⭐
Strategies to deploy deep learning models
Recognize Handwritten Digits
16 ⭐
Recognize Handwritten Digits - A Simple Web App
Great Deep Learning Tutorials
20 ⭐
A Great Collection of Deep Learning Tutorials and Repositories
Deeplearningframework
17 ⭐
Deep Learning in pure C++
Starttf
15 ⭐
A tensorflow batteries included kit to write tensorflow networks from scratch or use existing ones.
Deep Blueberry
13 ⭐
If you've always wanted to learn about deep-learning but don't know where to start, then you might have stumbled upon the right place!
Kalasalingam
13 ⭐
IEEE "Invited Talk on Deep Learning" 03/02/2018
Aprendizagemprofunda Curso Deeplearning Course
10 ⭐
Tutorial de Deep Learning (Deep Learning Course) - Minicurso
Deepnumbers
10 ⭐
A set of educational deep learning demos applied to the MNIST dataset
Rajshah4 Deep Rl
10 ⭐
Deep Reinforcement Learning
Machine_learning_deep_learning_lessons
9 ⭐
機械学習・深層学習入門レッスン/Machine Learning and Deep Learning lessons.
Dl_text_classification
11 ⭐
Collection of Deep Learning Text Classification Models in Keras; Includes a GPU tutorial.
Labml_nn
80 ⭐
A collection of PyTorch implementations of neural network architectures and layers.
Source_code_modelling
20 ⭐
Use Transformers and LSTMs to learn Python source code
Gordicaleksa Pytorch Gans
242 ⭐
My implementation of various GAN (generative adversarial networks) architectures like vanilla GAN, cGAN, DCGAN, etc.
Machine Learning Collection
246 ⭐
PyTorch Tutorials, TensorFlow Tutorials and Machine Learning Algorithms
Deep_grasp_demo
11 ⭐
Deep learning for grasp detection within MoveIt.
Null
10 ⭐
Resources for starting the Machine learning and Deep learning.
Null
10 ⭐
Tutorial for developing a topic-specific autocomplete function for Jupyter notebooks based on PyTorch and Google Colaboratory.