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The Top 1,214 Tensorflow Neural Open Source Projects

Categories > Machine Learning > Tensorflow
Tensorflow Examples ⭐ 41,533
TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)
most recent commit 6 months ago
Data Science Ipython Notebooks ⭐ 22,662
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.
most recent commit 3 months ago
Awesome Tensorflow ⭐ 16,633
TensorFlow - A curated list of dedicated resources http://tensorflow.org
most recent commit a month ago
Nni ⭐ 11,644
An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.
dependent packages 22total releases 49most recent commit 7 hours agopypi nni} Downloads
Sonnet ⭐ 9,229
TensorFlow-based neural network library
dependent packages 11total releases 27most recent commit 4 months agopypi dm-sonnet} Downloads
Nlp Tutorial ⭐ 9,097
Natural Language Processing Tutorial for Deep Learning Researchers
most recent commit a year ago
Tensorflow Tutorials ⭐ 5,861
Simple tutorials using Google's TensorFlow Framework
most recent commit 3 years ago
Neural Style ⭐ 5,446
Neural style in TensorFlow! 🎨
most recent commit 5 months ago
Cnn Text Classification Tf ⭐ 5,256
Convolutional Neural Network for Text Classification in Tensorflow
most recent commit 2 years ago
Topdeeplearning ⭐ 4,901
A list of popular github projects related to deep learning
most recent commit 2 years ago
T81_558_deep_learning ⭐ 4,628
Washington University (in St. Louis) Course T81-558: Applications of Deep Neural Networks
most recent commit 3 days ago
Tensorflow Book ⭐ 4,443
Accompanying source code for Machine Learning with TensorFlow. Refer to the book for step-by-step explanations.
most recent commit 3 years ago
Textgenrnn ⭐ 4,426
Easily train your own text-generating neural network of any size and complexity on any text dataset with a few lines of code.
dependent packages 1total releases 14most recent commit a year agopypi textgenrnn} Downloads
Lucid ⭐ 4,232
A collection of infrastructure and tools for research in neural network interpretability.
total releases 17most recent commit a year ago
Adanet ⭐ 3,309
Fast and flexible AutoML with learning guarantees.
total releases 13most recent commit 10 months ago
Python Machine Learning Book 3rd Edition ⭐ 3,086
The "Python Machine Learning (3rd edition)" book code repository
most recent commit 3 months ago
Deep Learning Keras Tensorflow ⭐ 2,863
Introduction to Deep Neural Networks with Keras and Tensorflow
most recent commit 8 months ago
Easy Tensorflow ⭐ 2,844
Simple and comprehensive tutorials in TensorFlow
most recent commit 2 years ago
Nlp Architect ⭐ 2,838
A model library for exploring state-of-the-art deep learning topologies and techniques for optimizing Natural Language Processing neural networks
total releases 10most recent commit 2 days ago
Lstm Human Activity Recognition ⭐ 2,818
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
most recent commit a year ago
Deep Learning Book ⭐ 2,650
Repository for "Introduction to Artificial Neural Networks and Deep Learning: A Practical Guide with Applications in Python"
most recent commit 3 years ago
Keras Vis ⭐ 2,592
Neural network visualization toolkit for keras
dependent packages 1total releases 11most recent commit 2 years agopypi keras-vis} Downloads
Deepvariant ⭐ 2,457
DeepVariant is an analysis pipeline that uses a deep neural network to call genetic variants from next-generation DNA sequencing data.
most recent commit 4 months ago
Dnc ⭐ 2,436
A TensorFlow implementation of the Differentiable Neural Computer.
most recent commit a year ago
Tensorflow Without A Phd ⭐ 2,220
A crash course in six episodes for software developers who want to become machine learning practitioners.
most recent commit 2 years ago
Deep Learning For Recommendation Systems ⭐ 2,141
This repository contains Deep Learning based articles , paper and repositories for Recommender Systems
most recent commit 2 years ago
Spektral ⭐ 2,104
Graph Neural Networks with Keras and Tensorflow 2.
dependent packages 2total releases 32most recent commit 8 days agopypi spektral} Downloads
Tensorflow Speech Recognition ⭐ 2,051
🎙Speech recognition using the tensorflow deep learning framework, sequence-to-sequence neural networks
most recent commit 4 years ago
Bender ⭐ 1,736
Easily craft fast Neural Networks on iOS! Use TensorFlow models. Metal under the hood.
total releases 5most recent commit 4 months ago
Awesome Chatbot ⭐ 1,556
Awesome Chatbot Projects,Corpus,Papers,Tutorials.Chinese Chatbot =>:
most recent commit 2 years ago
Machine Learning ⭐ 1,531
머신러닝 입문자 혹은 스터디를 준비하시는 분들에게 도움이 되고자 만든 repository입니다. (This repository is intented for helping whom are interested in machine learning study)
most recent commit 21 days ago
Deep Learning Time Series ⭐ 1,518
List of papers, code and experiments using deep learning for time series forecasting
most recent commit 4 months ago
Awesome Deep Learning Resources ⭐ 1,485
Rough list of my favorite deep learning resources, useful for revisiting topics or for reference. I have got through all of the content listed there, carefully. - Guillaume Chevalier
most recent commit 4 months ago
Neural Style Transfer Papers ⭐ 1,477
✏️ Neural Style Transfer: A Review
most recent commit 4 months ago
Handtracking ⭐ 1,473
Building a Real-time Hand-Detector using Neural Networks (SSD) on Tensorflow
most recent commit 9 months ago
Openseq2seq ⭐ 1,393
Toolkit for efficient experimentation with Speech Recognition, Text2Speech and NLP
most recent commit a year ago
Word Rnn Tensorflow ⭐ 1,261
Multi-layer Recurrent Neural Networks (LSTM, RNN) for word-level language models in Python using TensorFlow.
most recent commit 3 years ago
Awesome Tensorflow Chinese ⭐ 1,249
Awesome-TensorFlow-Chinese，TensorFlow 中文资源精选，官方网站，安装教程，入门教程，视频教程，实战项目，学习路径。QQ群：167122861
most recent commit a year ago
Machine Learning Experiments ⭐ 1,188
🤖 Interactive Machine Learning experiments: 🏋️models training + 🎨models demo
most recent commit 5 months ago
Keras Ncp ⭐ 1,155
Code repository of the paper Neural circuit policies enabling auditable autonomy published in Nature Machine Intelligence
dependent packages 1total releases 22most recent commit 8 days agopypi keras-ncp} Downloads
Capsgnn ⭐ 1,126
A PyTorch implementation of "Capsule Graph Neural Network" (ICLR 2019).
most recent commit 4 months ago
Gnes ⭐ 1,095
GNES is Generic Neural Elastic Search, a cloud-native semantic search system based on deep neural network.
most recent commit 3 years ago
One Pixel Attack Keras ⭐ 1,078
Keras implementation of "One pixel attack for fooling deep neural networks" using differential evolution on Cifar10 and ImageNet
most recent commit 2 years ago
Tools To Design Or Visualize Architecture Of Neural Network ⭐ 1,017
Tools to Design or Visualize Architecture of Neural Network
most recent commit a year ago
Ntm Tensorflow ⭐ 992
"Neural Turing Machine" in Tensorflow
most recent commit 5 years ago
Adventures In Ml Code ⭐ 989
This repository holds all the code for the site http://www.adventuresinmachinelearning.com
most recent commit a year ago
Tensorflow Programs And Tutorials ⭐ 981
Implementations of CNNs, RNNs, GANs, etc
most recent commit 4 years ago
Neural Structured Learning ⭐ 929
Training neural models with structured signals.
dependent packages 2total releases 7most recent commit 2 days agopypi neural-structured-learning} Downloads
Machine Learning Curriculum ⭐ 927
💻 Learn to make machines learn so that you don't have to struggle to program them; The ultimate list
most recent commit 6 hours ago
Seq2seq Signal Prediction ⭐ 909
Signal forecasting with a Sequence-to-Sequence (seq2seq) Recurrent Neural Network (RNN) model in TensorFlow - Guillaume Chevalier
most recent commit a year ago
Fast Neural Style Tensorflow ⭐ 891
A tensorflow implementation for fast neural style!
most recent commit 4 years ago
Neurec ⭐ 861
Next RecSys Library
most recent commit 7 months ago
Transformertts ⭐ 833
🤖💬 Transformer TTS: Implementation of a non-autoregressive Transformer based neural network for text to speech.
most recent commit 5 months ago
Machine Learning ⭐ 826
Examples and experiments around ML for upcoming Coding Train videos
most recent commit 2 years ago
Emotion Recognition Neural Networks ⭐ 803
Emotion recognition using DNN with tensorflow
most recent commit 4 months ago
Tensorflow Livelessons ⭐ 752
"Deep Learning with TensorFlow" LiveLessons
most recent commit 2 years ago
Lstm Char Cnn Tensorflow ⭐ 737
in progress
most recent commit 4 years ago
Neupy ⭐ 704
NeuPy is a Tensorflow based python library for prototyping and building neural networks
most recent commit 4 months ago
Awesome Automl And Lightweight Models ⭐ 647
A list of high-quality (newest) AutoML works and lightweight models including 1.) Neural Architecture Search, 2.) Lightweight Structures, 3.) Model Compression, Quantization and Acceleration, 4.) Hyperparameter Optimization, 5.) Automated Feature Engineering.
most recent commit 2 years ago
Cs224n ⭐ 647
CS224n: Natural Language Processing with Deep Learning Assignments Winter, 2017
most recent commit 4 years ago
Gnns For Nlp ⭐ 619
Tutorial: Graph Neural Networks for Natural Language Processing at EMNLP 2019 and CODS-COMAD 2020
most recent commit a year ago
Cs224n Learning Camp ⭐ 596
most recent commit 3 years ago
Larq ⭐ 576
An Open-Source Library for Training Binarized Neural Networks
dependent packages 1total releases 34most recent commit 2 days agopypi larq} Downloads
Neural Art Tf ⭐ 538
"A neural algorithm of Artistic style" in tensorflow
most recent commit 7 years ago
Variational Text Tensorflow ⭐ 537
TensorFlow implementation of Neural Variational Inference for Text Processing
most recent commit 6 years ago
Tensorflow Exercises ⭐ 535
TensorFlow Exercises - focusing on the comparison with NumPy.
most recent commit 3 years ago
Indrnn ⭐ 516
TensorFlow implementation of Independently Recurrent Neural Networks
most recent commit 10 months ago
Dynamic Tensorflow Tutorial ⭐ 515
Tensorflow tutorial of building different dynamic recurrent neural network
most recent commit 4 years ago
Nmt Keras ⭐ 514
Neural Machine Translation with Keras
most recent commit a year ago
Cnn Facial Landmark ⭐ 514
Training code for facial landmark detection based on deep convolutional neural network.
most recent commit a year ago
Deeplearning.ai ⭐ 503
Some work of Andrew Ng's course on Coursera
most recent commit 4 years ago
Tensorflow Eager Tutorials ⭐ 502
Simple tutorials for building neural networks with TensorFlow Eager mode.
most recent commit 2 years ago
Deepheart ⭐ 493
Neural networks for monitoring cardiac data
most recent commit 2 years ago
Deep Learning Resources ⭐ 491
由淺入深的深度學習資源 Collection of deep learning materials for everyone
most recent commit 7 months ago
Nnstreamer ⭐ 490
🔀 Neural Network (NN) Streamer, Stream Processing Paradigm for Neural Network Apps/Devices.
most recent commit 4 hours ago
Multilabel Timeseries Classification With Lstm ⭐ 487
Tensorflow implementation of paper: Learning to Diagnose with LSTM Recurrent Neural Networks.
most recent commit 5 years ago
Neuralart_tensorflow ⭐ 479
Implementation of "A Neural Algorithm of Artistic Style" by Tensorflow
most recent commit 5 years ago
Posecnn ⭐ 473
A Convolutional Neural Network for 6D Object Pose Estimation in Cluttered Scenes
most recent commit 4 years ago
Ferminet ⭐ 464
An implementation of the Fermionic Neural Network for ab-initio electronic structure calculations
most recent commit 2 months ago
Simgnn ⭐ 462
A PyTorch implementation of "SimGNN: A Neural Network Approach to Fast Graph Similarity Computation" (WSDM 2019).
most recent commit 4 months ago
Graphwaveletneuralnetwork ⭐ 458
A PyTorch implementation of "Graph Wavelet Neural Network" (ICLR 2019)
most recent commit 4 months ago
Mocapnet ⭐ 457
We present MocapNET, a real-time method that estimates the 3D human pose directly in the popular Bio Vision Hierarchy (BVH) format, given estimations of the 2D body joints originating from monocular color images. Our contributions include: (a) A novel and compact 2D pose NSRM representation. (b) A human body orientation classifier and an ensemble of orientation-tuned neural networks that regress the 3D human pose by also allowing for the decomposition of the body to an upper and lower kinematic
most recent commit a month ago
Tutorials ⭐ 415
most recent commit 4 years ago
Neural Style Audio Tf ⭐ 398
TensorFlow implementation for audio neural style.
most recent commit 5 years ago
Tf_geometric ⭐ 392
Efficient and Friendly Graph Neural Network Library for TensorFlow 1.x and 2.x
total releases 81most recent commit 6 days ago
Neuralmonkey ⭐ 385
An open-source tool for sequence learning in NLP built on TensorFlow.
most recent commit 2 years ago
Node Facenet ⭐ 384
Solve face verification, recognition and clustering problems: A TensorFlow backed FaceNet implementation for Node.js.
dependent packages 1total releases 118most recent commit 9 months agonpm facenet} Downloads
Text Antispam ⭐ 370
商用级垃圾文本分类器
most recent commit 7 months ago
Multi Label Text Classification ⭐ 369
About Muti-Label Text Classification Based on Neural Network.
most recent commit 2 years ago
Deeplearningstars ⭐ 366
Top Deep Learning Projects based on their Stars!
most recent commit 5 years ago
Openlearning4deeprecsys ⭐ 364
Some deep learning based recsys for open learning.
most recent commit 4 years ago
Capslayer ⭐ 354
CapsLayer: An advanced library for capsule theory
most recent commit 5 months ago
Rnn From Scratch ⭐ 351
Implementing Recurrent Neural Network from Scratch
most recent commit 4 years ago
Eeg Dl ⭐ 350
A Deep Learning library for EEG Tasks (Signals) Classification, based on TensorFlow.
total releases 10most recent commit 4 months ago
Neural Symbolic Machines ⭐ 346
Neural Symbolic Machines is a framework to integrate neural networks and symbolic representations using reinforcement learning, with applications in program synthesis and semantic parsing.
most recent commit 5 months ago
Artistic Style Transfer ⭐ 327
Convolutional neural networks for artistic style transfer.
most recent commit 5 years ago
Returnn ⭐ 326
The RWTH extensible training framework for universal recurrent neural networks
total releases 714most recent commit 4 days ago
Deepcut ⭐ 319
A Thai word tokenization library using Deep Neural Network
dependent packages 3total releases 30most recent commit 2 years agopypi deepcut} Downloads
Openrec ⭐ 316
OpenRec is an open-source and modular library for neural network-inspired recommendation algorithms
most recent commit 2 years ago
Tensorflow_chessbot ⭐ 316
Predict chessboard FEN layouts from images using TensorFlow
most recent commit 2 years ago
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