deep-learning-tutorial

There are 50 repositories under deep-learning-tutorial topic.

annotated_deep_learning_paper_implementations
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 machine-learning neural-networks optimizers pytorch reinforcement-learning transformer transformers
Language:Jupyter Notebook 47557
ChristosChristofidis / awesome-deep-learning
A curated list of awesome Deep Learning tutorials, projects and communities.
deep-learning neural-network machine-learning awesome awesome-list recurrent-networks deep-networks deep-learning-tutorial face-images
22788
AlexeyAB / darknet
YOLOv4 / Scaled-YOLOv4 / YOLO - Neural Networks for Object Detection (Windows and Linux version of Darknet )
dnn deep-learning deep-neural-networks deep-learning-tutorial object-detection computer-vision neural-network yolo yolov3 yolov4 scaled-yolov4 scaledyolov4
Language:C 21432
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
Language:Jupyter Notebook 17742
instillai / TensorFlow-Course
:satellite: Simple and ready-to-use tutorials for TensorFlow
deep-learning deep-learning-tutorial python tensorflow
Language:Jupyter Notebook 16408
ujjwalkarn / Machine-Learning-Tutorials
machine learning and deep learning tutorials, articles and other resources
awesome awesome-list deep-learning deep-learning-tutorial deep-neural-networks deeplearning list machine-learning machinelearning neural-network neural-networks
14817
ritchieng / the-incredible-pytorch
The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.
pytorch python deep-learning-tutorial deep-neural-networks deep-learning-library deep-learning
10972
MrGemy95 / Tensorflow-Project-Template
A best practice for tensorflow project template architecture.
tesnorflow software-engineering oop deep-learning neural-network convolutional-neural-networks tensorflow-tutorials deep-learning-tutorial best-practices tensorflow template
Language:Python 3592
bfortuner / ml-glossary
Machine learning glossary
cheatsheets data-science deep-learning deep-learning-tutorial machine-learning neural-network
Language:Python 2937
AI_Tutorial
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
machine-learning machine-learning-tutorials elasticsearch deep-learning-tutorial deep-neural-networks search-system recommender-systems graph-neural-networks nlp-machine-learning artificial-intelligence artificial-intelligence-algorithms
2655
computer-vision-in-action
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
tutorial charmve machine-learning computer-vision deep-learning deep-learning-tutorial books handbook computer-vision-algorithms in-action pytorch transformer ipynb jupyter-notebook colab-notebook notebook neural-network
Language:Jupyter Notebook 2393
CreatCodeBuild / TensorFlow-and-DeepLearning-Tutorial
A TensorFlow & Deep Learning online course I taught in 2016
deep-learning deep-learning-tutorial tensorboard tensorflow
Language:Python 2313
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
Language:Jupyter Notebook 2303
xiaohu2015 / DeepLearning_tutorials
The deeplearning algorithms implemented by tensorflow
tensorflow deep-learning-algorithms cnn dbn deep-learning-tutorial lstm sda mlp rbm
Language:Jupyter Notebook 1797
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
1451
amitshekhariitbhu / AndroidTensorFlowMachineLearningExample
Android TensorFlow MachineLearning Example (Building TensorFlow for Android)
tensorflow tensorflow-tutorials tensorflow-android machine-learning machine-learning-android tensorflow-models tensorflow-examples deep-learning deep-neural-networks deeplearning deep-learning-tutorial
Language:Java 1431
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
Language:Jupyter Notebook 1310
roatienza / Deep-Learning-Experiments
Videos, notes and experiments to understand deep learning
artificial-intelligence deep-learning deep-learning-tutorial nlp pytorch speech vision
Language:Jupyter Notebook 1078
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。
pytorch-tutorial pytorch deep-learning-tutorial
Language:Jupyter Notebook 983
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 stocks options tensorflow keras kubernetes iex tradier backtesting docker redis minio s3 deep-neural-networks deep-learning jupyter deep-learning-tutorial iexcloud helm helm-charts
Language:Jupyter Notebook 963
deepgram / kur
Descriptive Deep Learning
deep-learning deep-neural-networks speech-recognition deep-learning-tutorial machine-learning neural-networks neural-network image-recognition speech-to-text
Language:Python 813
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
deeplearning pytorch python python3 machine-learning library deep-learning-tutorial deep-learning-algorithms pytorch-tutorials deep-learning learning-pytorch numpy neural-network pytorch-ppt slide
Language:Jupyter Notebook 812
wagamamaz / tensorflow-tutorial
TensorFlow and Deep Learning Tutorials
autoencoder cnn convolutional-neural-networks deep-learning deep-learning-tutorial deep-reinforcement-learning keras machine-learning multi-layer-perceptron neural-machine-translation neural-network neural-networks nlp notebook recurrent-neural-networks reinforcement-learning tensorflow tensorflow-tutorials tensorlayer tflearn
734
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
Language:Jupyter Notebook 722
cresset
cresset-template / cresset
Template repository to build PyTorch projects from source on any version of PyTorch/CUDA/cuDNN.
pytorch docker python deep-learning wheel source source-python deep-learning-tutorial build cuda docker-compose makefile template template-repository mlops machine-learning mlops-template
Language:Dockerfile 702
jatinshah / ufldl_tutorial
Stanford Unsupervised Feature Learning and Deep Learning Tutorial
convolutional-neural-networks deep-learning deep-learning-tutorial
Language:Python 689
ShahariarRabby / deeplearning.ai
deeplearning.ai , By Andrew Ng, All video link
deep-learning deep-neural-networks deeplearning deep-learning-tutorial deep-learning-algorithms artificial-intelligence artificial-neural-networks convolutional-neural-networks coursera andrew-ng andrew-ng-course
641
AntonMu / TrainYourOwnYOLO
Train a state-of-the-art yolov3 object detector from scratch!
yolov3 yolo object-detection python custom-yolo deep-learning deep-learning-tutorial detector inference annotating-images transfer-learning google-colab gpu tensorflow2 keras keras-models trainyourownyolo tf2 wandb weights-and-biases
Language:Jupyter Notebook 637
amitshekhariitbhu / AndroidTensorFlowMNISTExample
Android TensorFlow MachineLearning MNIST Example (Building Model with TensorFlow for Android)
tensorflow tensorflow-tutorials mnist-classification mnist machine-learning android tensorflow-models machine-learning-android tensorflow-android tensorflow-model mnist-model deep-learning deep-neural-networks deeplearning deep-learning-tutorial
Language:Java 460
maykulkarni / Machine-Learning-Notebooks
Machine Learning notebooks for refreshing concepts.
machine-learning python python-machine-learning machine-learning-algorithms deep-learning deep-learning-tutorial neural-networks data-science-notebook data-processing regression-models classification-trees clustering-methods reinforcement-learning natural-language-processing dimensionality-reduction model-evaluation deep-learning-algorithms machine-learning-tutorials
Language:Jupyter Notebook 453
First-steps-towards-Deep-Learning
vaibhawvipul / First-steps-towards-Deep-Learning
This is an open sourced book on deep learning.
artificial-intelligence artificial-neural-networks computer-vision convolutional-neural-networks deep-learning deep-learning-tutorial deep-neural-networks how-to python3 pytorch pytorch-implementation pytorch-tutorial recurrent-neural-networks
Language:CSS 437
sjchoi86 / dl_tutorials_10weeks
Deep Learning Tutorials for 10 Weeks
deep-learning-tutorial
417
pytorch-GANs
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
Language:Python 368
pytorch-deepdream
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
Language:Jupyter Notebook 351
pytorch-neural-style-transfer
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
Language:Python 347
maykulkarni / Machine-Learning-Curriculum
Complete path for a beginner to become a Machine Learning Scientist!
machine-learning deep-learning machine-learning-scientist statistics algorithm math python udacity udemy machine-learning-library machine-learning-coursera deep-learning-book deep-learning-tutorial calculus linear-algebra mathematics
331

deep-learning-tutorial

labmlai / annotated_deep_learning_paper_implementations

ChristosChristofidis / awesome-deep-learning

AlexeyAB / darknet

ShusenTang / Dive-into-DL-PyTorch

instillai / TensorFlow-Course

ujjwalkarn / Machine-Learning-Tutorials

ritchieng / the-incredible-pytorch

MrGemy95 / Tensorflow-Project-Template

bfortuner / ml-glossary

cbamls / AI_Tutorial

Charmve / computer-vision-in-action

CreatCodeBuild / TensorFlow-and-DeepLearning-Tutorial

gluon-api / gluon-api

xiaohu2015 / DeepLearning_tutorials

sgrvinod / Deep-Tutorials-for-PyTorch

amitshekhariitbhu / AndroidTensorFlowMachineLearningExample

SkalskiP / ILearnDeepLearning.py

roatienza / Deep-Learning-Experiments

ShusenTang / Deep-Learning-with-PyTorch-Chinese

AlgoTraders / stock-analysis-engine

deepgram / kur

bat67 / pytorch-tutorials-examples-and-books

wagamamaz / tensorflow-tutorial

PracticalDL / Practical-Deep-Learning-Book

cresset-template / cresset

jatinshah / ufldl_tutorial

ShahariarRabby / deeplearning.ai

AntonMu / TrainYourOwnYOLO

amitshekhariitbhu / AndroidTensorFlowMNISTExample

maykulkarni / Machine-Learning-Notebooks

vaibhawvipul / First-steps-towards-Deep-Learning

sjchoi86 / dl_tutorials_10weeks

gordicaleksa / pytorch-GANs

gordicaleksa / pytorch-deepdream

gordicaleksa / pytorch-neural-style-transfer

maykulkarni / Machine-Learning-Curriculum