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deep-learning-tutorial

Deep learning is an AI function and subset of machine learning, used for processing large amounts of complex data.

Here are 340 public repositories matching this topic...

AlexeyAB / darknet

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

Updated Mar 10, 2022
C

ChristosChristofidis / awesome-deep-learning

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

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

Updated Mar 17, 2022

instillai / TensorFlow-Course

📡 Simple and ready-to-use tutorials for TensorFlow

python deep-learning tensorflow deep-learning-tutorial

Updated Aug 13, 2021
Jupyter Notebook

ShusenTang / Dive-into-DL-PyTorch

Open

Update 2.3_autograd.ipynb

haoma7 commented Oct 21, 2019

Change tensor.data to tensor.detach() due to
pytorch/pytorch#6990 (comment)
tensor.detach() is more robust than tensor.data.

Read more

good first issue

ujjwalkarn / Machine-Learning-Tutorials

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

Updated Mar 24, 2022

ritchieng / the-incredible-pytorch

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

Updated Dec 31, 2021

annotated_deep_learning_paper_implementations

labmlai / annotated_deep_learning_paper_implementations

🧑‍🏫 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, ... 🧠

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

Updated Apr 9, 2022
Jupyter Notebook

MrGemy95 / Tensorflow-Project-Template

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

Updated Dec 23, 2020
Python

bfortuner / ml-glossary

Machine learning glossary

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

Updated Jan 20, 2022
Python

CreatCodeBuild / TensorFlow-and-DeepLearning-Tutorial

A TensorFlow & Deep Learning online course I taught in 2016

deep-learning tensorflow tensorboard deep-learning-tutorial

Updated Mar 22, 2020
Python

gluon-api / gluon-api

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

Updated Aug 13, 2019
Jupyter Notebook

xiaohu2015 / DeepLearning_tutorials

The deeplearning algorithms implemented by tensorflow

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

Updated Feb 27, 2019
Jupyter Notebook

zeusees / HyperDL-Tutorial

深度学习教程整理 | 干货

deep-learning-tutorial

Updated Oct 21, 2019

MindorksOpenSource / AndroidTensorFlowMachineLearningExample

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

Updated Sep 10, 2020
Java

Charmve / computer-vision-in-action

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

Updated Mar 25, 2022
Jupyter Notebook

sgrvinod / Deep-Tutorials-for-PyTorch

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

Updated Jan 30, 2020

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.

visualization computer-vision deep-learning medium neural-network article numpy machine-translation visualizations deep-learning-tutorial medium-articule

Updated Apr 6, 2022
Jupyter Notebook

roatienza / Deep-Learning-Experiments

Videos, notes and experiments to understand deep learning

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

Updated Apr 9, 2022
Jupyter Notebook

AI_Tutorial

cbamls / AI_Tutorial

精华机器学习，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

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

Updated Apr 7, 2022

deepgram / kur

Descriptive Deep Learning

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

Updated Nov 4, 2020
Python

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/

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

Updated Sep 5, 2020
Jupyter Notebook

wagamamaz / tensorflow-tutorial

TensorFlow and Deep Learning Tutorials

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

Updated Feb 26, 2018

jatinshah / ufldl_tutorial

Stanford Unsupervised Feature Learning and Deep Learning Tutorial

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

Updated Jun 7, 2014
Python

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 deep-learning-tutorial pytorch-tutorial

Updated Nov 25, 2020
Jupyter Notebook

ShahariarRabby / deeplearning.ai

deeplearning.ai , By Andrew Ng, All video link

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

Updated Mar 12, 2018

cresset

cresset-template / cresset

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

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

Updated Apr 9, 2022
Dockerfile

AntonMu / TrainYourOwnYOLO

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

python deep-learning gpu keras inference tf2 detector yolo object-detection transfer-learning deep-learning-tutorial keras-models google-colab yolov3 tensorflow2 wandb weights-and-biases annotating-images custom-yolo trainyourownyolo

Updated Feb 13, 2022
Jupyter Notebook

PracticalDL / Practical-Deep-Learning-Book

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

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

Updated Sep 15, 2021
Jupyter Notebook

MindorksOpenSource / AndroidTensorFlowMNISTExample

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

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

Updated Apr 15, 2019
Java

bat67 / 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

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

Updated Nov 23, 2020
Jupyter Notebook

Wikipedia: Wikipedia