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752 search results found

Tensorflow ⭐ 180,196

An Open Source Machine Learning Framework for Everyone

Keras ⭐ 60,854

Deep Learning for humans

Netron ⭐ 26,068

Visualizer for neural network, deep learning and machine learning models

Data Science Ipython Notebooks ⭐ 25,668

Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

Handson Ml ⭐ 25,036

⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 instead.

Deepspeech ⭐ 24,127

DeepSpeech is an open source embedded (offline, on-device) speech-to-text engine which can run in real time on devices ranging from a Raspberry Pi 4 to high power GPU servers.

Ncnn ⭐ 19,097

ncnn is a high-performance neural network inference framework optimized for the mobile platform

Tfjs ⭐ 17,925

A WebGL accelerated JavaScript library for training and deploying ML models.

Onnx ⭐ 16,275

Open standard for machine learning interoperability

The Unified AI Framework

An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.

Onnxruntime ⭐ 11,668

ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator

Fast Style Transfer ⭐ 10,768

TensorFlow CNN for fast style transfer ⚡🖥🎨🖼

Mit Deep Learning ⭐ 9,897

Tutorials, assignments, and competitions for MIT Deep Learning related courses.

Sonnet ⭐ 9,686

TensorFlow-based neural network library

Tflearn ⭐ 9,602

Deep learning library featuring a higher-level API for TensorFlow.

Effectivetensorflow ⭐ 8,646

TensorFlow tutorials and best practices.

Tensorflow Tutorials ⭐ 8,644

TensorFlow Tutorials with YouTube Videos

Tutorials ⭐ 8,562

机器学习相关教程

Tensorlayer ⭐ 7,288

Deep Learning and Reinforcement Learning Library for Scientists and Engineers

Introtodeeplearning ⭐ 6,826

Lab Materials for MIT 6.S191: Introduction to Deep Learning

Tensorpack ⭐ 6,298

A Neural Net Training Interface on TensorFlow, with focus on speed + flexibility

Tensorflow_cookbook ⭐ 6,085

Code for Tensorflow Machine Learning Cookbook

Serving ⭐ 6,045

A flexible, high-performance serving system for machine learning models

T81_558_deep_learning ⭐ 5,590

T81-558: Keras - Applications of Deep Neural Networks @Washington University in St. Louis

Tensorflow 2.x Tutorials ⭐ 5,496

TensorFlow 2.x version's Tutorials and Examples, including CNN, RNN, GAN, Auto-Encoders, FasterRCNN, GPT, BERT examples, etc. TF 2.0版入门实例代码，实战教程。

Keras Rl ⭐ 5,348

Deep Reinforcement Learning for Keras.

Seq2seq ⭐ 5,300

A general-purpose encoder-decoder framework for Tensorflow

Graph_nets ⭐ 5,284

Build Graph Nets in Tensorflow

Cnn Text Classification Tf ⭐ 5,256

Convolutional Neural Network for Text Classification in Tensorflow

Graph_nets ⭐ 5,188

Build Graph Nets in Tensorflow

Keras Js ⭐ 4,879

Run Keras models in the browser, with GPU support using WebGL

Tensorflow World ⭐ 4,530

🌎 Simple and ready-to-use tutorials for TensorFlow

Edward ⭐ 4,503

A probabilistic programming language in TensorFlow. Deep generative models, variational inference.

Pointnet ⭐ 4,396

PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation

Image Super Resolution ⭐ 4,392

🔎 Super-scale your images and run experiments with Residual Dense and Adversarial Networks.

Machine_learning_complete ⭐ 4,296

A comprehensive machine learning repository containing 30+ notebooks on different concepts, algorithms and techniques.

Pipeline ⭐ 4,158

Probability ⭐ 4,028

Probabilistic reasoning and statistical analysis in TensorFlow

Learning To Learn ⭐ 3,961

Learning to Learn in TensorFlow

Tensorflow Tutorial ⭐ 3,873

Tensorflow tutorial from basic to hard

An Engine-Agnostic Deep Learning Framework in Java

Tensorflow Project Template ⭐ 3,580

A best practice for tensorflow project template architecture.

Alpha Zero General ⭐ 3,497

A clean implementation based on AlphaZero for any game in any framework + tutorial + Othello/Gobang/TicTacToe/Connect4 and more

Artificial Intelligence Deep Learning Machine Learning Tutorials ⭐ 3,436

A comprehensive list of Deep Learning / Artificial Intelligence and Machine Learning tutorials - rapidly expanding into areas of AI/Deep Learning / Machine Vision / NLP and industry specific areas such as Climate / Energy, Automotives, Retail, Pharma, Medicine, Healthcare, Policy, Ethics and more.

Deep Learning Model Convertor ⭐ 3,197

The convertor/conversion of deep learning models for different deep learning frameworks/softwares.

Ml Workspace ⭐ 3,197

🛠 All-in-one web-based IDE specialized for machine learning and data science.

Lstm Human Activity Recognition ⭐ 3,074

Human Activity Recognition example using TensorFlow on smartphone sensors dataset and an LSTM RNN. Classifying the type of movement amongst six activity categories - Guillaume Chevalier

Easy Tensorflow ⭐ 2,875

Simple and comprehensive tutorials in TensorFlow

Deep Learning Book ⭐ 2,650

Repository for "Introduction to Artificial Neural Networks and Deep Learning: A Practical Guide with Applications in Python"

Keras Vis ⭐ 2,592

Neural network visualization toolkit for keras

Yolov3 Tf2 ⭐ 2,501

YoloV3 Implemented in Tensorflow 2.0

Imgclsmob ⭐ 2,399

Sandbox for training deep learning networks

Spektral ⭐ 2,317

Graph Neural Networks with Keras and Tensorflow 2.

Machine Learning ⭐ 2,260

머신러닝 입문자 혹은 스터디를 준비하시는 분들에게 도움이 되고자 만든 repository입니다. (This repository is intented for helping whom are interested in machine learning study)

Tensorflow Without A Phd ⭐ 2,220

A crash course in six episodes for software developers who want to become machine learning practitioners.

Tensorflow Speech Recognition ⭐ 2,150

🎙Speech recognition using the tensorflow deep learning framework, sequence-to-sequence neural networks

Deep Learning For Recommendation Systems ⭐ 2,141

This repository contains Deep Learning based articles , paper and repositories for Recommender Systems

Deepxde ⭐ 2,135

A library for scientific machine learning and physics-informed learning

Tensorflow Tutorials ⭐ 2,123

텐서플로우를 기초부터 응용까지 단계별로 연습할 수 있는 소스 코드를 제공합니다

Machine Learning Specialization Coursera ⭐ 2,082

Contains Solutions and Notes for the Machine Learning Specialization By Stanford University and Deeplearning.ai - Coursera (2022) by Prof. Andrew NG

Graph Attention Networks (https://arxiv.org/abs/1710.10903)

Codesearchnet ⭐ 2,054

Datasets, tools, and benchmarks for representation learning of code.

Pennylane ⭐ 2,022

PennyLane is a cross-platform Python library for differentiable programming of quantum computers. Train a quantum computer the same way as a neural network.

Objectron ⭐ 1,958

Objectron is a dataset of short, object-centric video clips. In addition, the videos also contain AR session metadata including camera poses, sparse point-clouds and planes. In each video, the camera moves around and above the object and captures it from different views. Each object is annotated with a 3D bounding box. The 3D bounding box describes the object’s position, orientation, and dimensions. The dataset contains about 15K annotated video clips and 4M annotated images in the following cat

Tract ⭐ 1,958

Tiny, no-nonsense, self-contained, Tensorflow and ONNX inference

Image Quality Assessment ⭐ 1,937

Convolutional Neural Networks to predict the aesthetic and technical quality of images.

Ai Blocks ⭐ 1,852

A powerful and intuitive WYSIWYG interface that allows anyone to create Machine Learning models!

Bender ⭐ 1,759

Easily craft fast Neural Networks on iOS! Use TensorFlow models. Metal under the hood.

Pygat ⭐ 1,684

Pytorch implementation of the Graph Attention Network model by Veličković et. al (2017, https://arxiv.org/abs/1710.10903)

Neuroner ⭐ 1,674

Named-entity recognition using neural networks. Easy-to-use and state-of-the-art results.

Addons ⭐ 1,674

Useful extra functionality for TensorFlow 2.x maintained by SIG-addons

Keras Contrib ⭐ 1,585

Keras community contributions

Tf_unet ⭐ 1,582

Generic U-Net Tensorflow implementation for image segmentation

Handtracking ⭐ 1,473

Building a Real-time Hand-Detector using Neural Networks (SSD) on Tensorflow

Course materials/Homework materials for the FREE MOOC course on "Creative Applications of Deep Learning w/ Tensorflow" #CADL

Uncertainty Baselines ⭐ 1,324

High-quality implementations of standard and SOTA methods on a variety of tasks.

Ngraph ⭐ 1,310

nGraph - open source C++ library, compiler and runtime for Deep Learning

Deep Learning Toolkit for Medical Image Analysis

Word Rnn Tensorflow ⭐ 1,261

Multi-layer Recurrent Neural Networks (LSTM, RNN) for word-level language models in Python using TensorFlow.

Prettytensor ⭐ 1,241

Pretty Tensor: Fluent Networks in TensorFlow

Hyperpose ⭐ 1,237

Library for Fast and Flexible Human Pose Estimation

Niftynet ⭐ 1,170

[unmaintained] An open-source convolutional neural networks platform for research in medical image analysis and image-guided therapy

Benchmarks ⭐ 1,108

A benchmark framework for Tensorflow

GNES is Generic Neural Elastic Search, a cloud-native semantic search system based on deep neural network.

Phiflow ⭐ 1,093

A differentiable PDE solving framework for machine learning

Armnn ⭐ 1,081

Arm NN ML Software. The code here is a read-only mirror of https://review.mlplatform.org/admin/repos/ml/armnn

One Pixel Attack Keras ⭐ 1,078

Keras implementation of "One pixel attack for fooling deep neural networks" using differential evolution on Cifar10 and ImageNet

Deeprec ⭐ 1,068

An Open-source Toolkit for Deep Learning based Recommendation with Tensorflow.

Machine Learning Curriculum ⭐ 1,065

💻 Learn to make machines learn so that you don't have to struggle to program them; The ultimate list

Fabrik ⭐ 1,062

🏭 Collaboratively build, visualize, and design neural nets in browser

Seq2seq Signal Prediction ⭐ 1,036

Signal forecasting with a Sequence-to-Sequence (seq2seq) Recurrent Neural Network (RNN) model in TensorFlow - Guillaume Chevalier

Tools To Design Or Visualize Architecture Of Neural Network ⭐ 1,017

Tools to Design or Visualize Architecture of Neural Network

Cv Pretrained Model ⭐ 991

A collection of computer vision pre-trained models.

Tensorflow 101 ⭐ 987

TensorFlow 101: Introduction to Deep Learning

Tensorflow Programs And Tutorials ⭐ 981

Implementations of CNNs, RNNs, GANs, etc

Neural Structured Learning ⭐ 972

Training neural models with structured signals.

Bmw Tensorflow Training Gui ⭐ 954

This repository allows you to get started with a gui based training a State-of-the-art Deep Learning model with little to no configuration needed! NoCode training with TensorFlow has never been so easy.

Deep Learning In Production ⭐ 949

Build, train, deploy, scale and maintain deep learning models. Understand ML infrastructure and MLOps using hands-on examples.

Windows Machine Learning ⭐ 945

Samples and Tools for Windows ML.

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