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The Top 974 Neural Network Keras Open Source Projects

Categories > Machine Learning > Neural Network
Keras ⭐ 55,269
Deep Learning for humans
dependent packages 881total releases 53most recent commit 7 hours agopypi Keras} Downloads
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 2 months ago
Netron ⭐ 18,816
Visualizer for neural network, deep learning, and machine learning models
dependent packages 61total releases 464most recent commit 14 hours agopypi netron} Downloads
Ncnn ⭐ 14,641
ncnn is a high-performance neural network inference framework optimized for the mobile platform
total releases 13most recent commit 7 hours ago
Screenshot To Code ⭐ 13,679
A neural network that transforms a design mock-up into a static website.
most recent commit 3 days ago
Onnx ⭐ 12,546
Open standard for machine learning interoperability
dependent packages 225total releases 25most recent commit 8 hours agopypi onnx} Downloads
Keras Gan ⭐ 8,537
Keras implementations of Generative Adversarial Networks.
most recent commit 4 months ago
Keras Rl ⭐ 5,175
Deep Reinforcement Learning for Keras.
dependent packages 2total releases 7most recent commit 5 months agopypi keras-rl} Downloads
Keras Js ⭐ 4,723
Run Keras models in the browser, with GPU support using WebGL
dependent packages 6total releases 7most recent commit 4 years agonpm keras-js} Downloads
T81_558_deep_learning ⭐ 4,525
Washington University (in St. Louis) Course T81-558: Applications of Deep Neural Networks
most recent commit 3 days ago
Pipeline ⭐ 4,113
PipelineAI Kubeflow Distribution
total releases 85most recent commit 2 years ago
Image Super Resolution ⭐ 3,376
🔎 Super-scale your images and run experiments with Residual Dense and Adversarial Networks.
most recent commit 4 months ago
Deep Learning Model Convertor ⭐ 3,066
The convertor/conversion of deep learning models for different deep learning frameworks/softwares.
most recent commit 3 months ago
Artificial Intelligence Deep Learning Machine Learning Tutorials ⭐ 3,050
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.
most recent commit 3 months ago
Keras Vis ⭐ 2,592
Neural network visualization toolkit for keras
dependent packages 1total releases 11most recent commit 2 years agopypi keras-vis} Downloads
Deepjazz ⭐ 2,583
Deep learning driven jazz generation using Keras & Theano!
most recent commit 3 years ago
Machine_learning_complete ⭐ 2,431
A comprehensive machine learning repository containing 30+ notebooks on different concepts, algorithms and techniques.
most recent commit 13 days ago
Imgclsmob ⭐ 2,399
Sandbox for training deep learning networks
dependent packages 4total releases 67most recent commit 5 months agopypi pytorchcv} Downloads
Hackingneuralnetworks ⭐ 2,215
A small course on exploiting and defending neural networks
most recent commit 2 years ago
Gat ⭐ 2,078
Graph Attention Networks (https://arxiv.org/abs/1710.10903)
most recent commit 10 months ago
Spektral ⭐ 2,062
Graph Neural Networks with Keras and Tensorflow 2.
dependent packages 2total releases 32most recent commit 9 days agopypi spektral} Downloads
Elephas ⭐ 1,536
Distributed Deep learning with Keras & Spark
total releases 23most recent commit 2 months ago
Keras Contrib ⭐ 1,519
Keras community contributions
most recent commit a year ago
Snns ⭐ 1,513
Tutorials and implementations for "Self-normalizing networks"
most recent commit 9 months ago
Image Quality Assessment ⭐ 1,260
Convolutional Neural Networks to predict the aesthetic and technical quality of images.
most recent commit a year ago
Neural_complete ⭐ 1,132
A neural network trained to help writing neural network code using autocomplete
most recent commit a year 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 a year ago
Fabrik ⭐ 1,062
🏭 Collaboratively build, visualize, and design neural nets in browser
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
Cv Pretrained Model ⭐ 991
A collection of computer vision pre-trained models.
most recent commit a year ago
Neural Structured Learning ⭐ 920
Training neural models with structured signals.
dependent packages 2total releases 7most recent commit 18 days agopypi neural-structured-learning} Downloads
Windows Machine Learning ⭐ 822
Samples and Tools for Windows ML.
most recent commit 23 days ago
Nudenet ⭐ 798
Neural Nets for Nudity Detection and Censoring
total releases 13most recent commit 8 months ago
Recurrentshop ⭐ 760
Framework for building complex recurrent neural networks with Keras
most recent commit 2 years ago
Tensorflow Tutorial ⭐ 751
TensorFlow and Deep Learning Tutorials
most recent commit 4 years ago
Betago ⭐ 636
BetaGo: AlphaGo for the masses, live on GitHub.
total releases 4most recent commit a year ago
Hyperparameter_hunter ⭐ 635
Easy hyperparameter optimization and automatic result saving across machine learning algorithms and libraries
dependent packages 1total releases 16most recent commit a year agopypi hyperparameter-hunter} Downloads
Speech Emotion Analyzer ⭐ 633
The neural network model is capable of detecting five different male/female emotions from audio speeches. (Deep Learning, NLP, Python)
most recent commit a year ago
Ailia Models ⭐ 625
The collection of pre-trained, state-of-the-art AI models for ailia SDK
most recent commit 10 days ago
Wtte Rnn ⭐ 580
WTTE-RNN a framework for churn and time to event prediction
dependent packages 1total releases 5most recent commit 3 years agopypi wtte} Downloads
Larq ⭐ 569
An Open-Source Library for Training Binarized Neural Networks
dependent packages 1total releases 34most recent commit 4 days agopypi larq} Downloads
Test Tube ⭐ 567
Python library to easily log experiments and parallelize hyperparameter search for neural networks
dependent packages 3total releases 64most recent commit 2 years agopypi test-tube} Downloads
Cnn For Sentence Classification In Keras ⭐ 557
Convolutional Neural Networks for Sentence Classification in Keras
most recent commit 4 years ago
Kann ⭐ 522
A lightweight C library for artificial neural networks
most recent commit a year ago
Poutyne ⭐ 519
A simplified framework and utilities for PyTorch
most recent commit a month ago
Keras2cpp ⭐ 515
This is a bunch of code to port Keras neural network model into pure C++.
most recent commit 2 years ago
N Beats ⭐ 508
Keras/Pytorch implementation of N-BEATS: Neural basis expansion analysis for interpretable time series forecasting.
most recent commit 4 months ago
Keras Rcnn ⭐ 496
Keras package for region-based convolutional neural networks (RCNNs)
most recent commit 2 years ago
Forward ⭐ 491
A library for high performance deep learning inference on NVIDIA GPUs.
most recent commit 4 months ago
Keras.net ⭐ 461
Keras.NET is a high-level neural networks API for C# and F#, with Python Binding and capable of running on top of TensorFlow, CNTK, or Theano.
total releases 64most recent commit 3 months ago
Keras Text ⭐ 417
Text Classification Library in Keras
most recent commit 4 years ago
Simgan ⭐ 408
Implementation of Apple's Learning from Simulated and Unsupervised Images through Adversarial Training
most recent commit 5 years ago
Simgan Captcha ⭐ 405
Solve captcha without manually labeling a training set
most recent commit 5 years ago
Sdsandbox ⭐ 392
This provides a sandbox simulator for training a self-driving car. This uses Unity for simulation and Python with Keras and Tensorflow for training. Recently updated to work on Python 3.4+ and Keras 2+
most recent commit 2 months ago
Nn_playground ⭐ 390
Experimental keras implementation of novel neural network structures
most recent commit 4 years ago
Tf 2.0 Hacks ⭐ 380
Contains my explorations of TensorFlow 2.x
most recent commit 21 days ago
Elegy ⭐ 363
A High Level API for Deep Learning in JAX
total releases 33most recent commit 4 days ago
Timeseries_seq2seq ⭐ 362
This repo aims to be a useful collection of notebooks/code for understanding and implementing seq2seq neural networks for time series forecasting. Networks are constructed with keras/tensorflow.
most recent commit 3 years ago
Amazon Forest Computer Vision ⭐ 353
Amazon Forest Computer Vision: Satellite Image tagging code using PyTorch / Keras with lots of PyTorch tricks
most recent commit 3 years ago
Deep Learning In Python ⭐ 353
Hands-on, practical knowledge of how to use neural networks and deep learning with Keras 2.0
most recent commit 2 years ago
Tensorlayer Tricks ⭐ 351
How to use TensorLayer
most recent commit 4 years ago
Weightnorm ⭐ 341
Example code for Weight Normalization, from "Weight Normalization: A Simple Reparameterization to Accelerate Training of Deep Neural Networks"
most recent commit 4 years ago
Easy Deep Learning With Keras ⭐ 336
Keras tutorial for beginners (using TF backend)
most recent commit 2 years ago
Deep Learning ⭐ 333
深度学习/人工智能/机器学习资料汇总(Deep Learning/Artificial Intelligent/Machine Learning) 持续更新……
most recent commit a year ago
Artistic Style Transfer ⭐ 327
Convolutional neural networks for artistic style transfer.
most recent commit 4 years ago
Predictive Maintenance Using Lstm ⭐ 324
Example of Multiple Multivariate Time Series Prediction with LSTM Recurrent Neural Networks in Python with Keras.
most recent commit a year ago
Deepcut ⭐ 319
A Thai word tokenization library using Deep Neural Network
dependent packages 3total releases 30most recent commit 2 years agopypi deepcut} Downloads
Thesemicolon ⭐ 312
This repository contains Ipython notebooks and datasets for the data analytics youtube tutorials on The Semicolon.
most recent commit 4 years ago
Handson Ml2 ⭐ 287
핸즈온 머신러닝 2/E의 주피터 노트북
most recent commit a year ago
Tianchi Medical Lungtumordetect ⭐ 286
天池医疗AI大赛[第一季]：肺部结节智能诊断 UNet/VGG/Inception/ResNet/DenseNet
most recent commit 3 years ago
Neocortex ⭐ 275
Run trained deep neural networks in the browser or node.js
most recent commit 6 years ago
Emotion Recognition Using Speech ⭐ 271
Building and training Speech Emotion Recognizer that predicts human emotions using Python, Sci-kit learn and Keras
most recent commit 3 months ago
Importance Sampling ⭐ 264
Code for experiments regarding importance sampling for training neural networks
most recent commit 7 months ago
Ergo ⭐ 263
🧠 A tool that makes AI easier.
total releases 13most recent commit a year ago
Pix2depth ⭐ 261
DEPRECATED: Depth Map Estimation from Monocular Images
most recent commit 3 years ago
Awesome_deep_learning_interpretability ⭐ 250
深度学习近年来关于神经网络模型解释性的相关高引用/顶会论文(附带代码)
most recent commit 2 years ago
Deepposekit ⭐ 249
a toolkit for pose estimation using deep learning
dependent packages 2total releases 12most recent commit 2 years agopypi deepposekit} Downloads
Panotti ⭐ 248
A multi-channel neural network audio classifier using Keras
most recent commit 10 months ago
Keras Sharp ⭐ 248
An ongoing effort to port the Keras deep learning library to C#, supporting both TensorFlow and CNTK
most recent commit a year ago
Cnn_keras ⭐ 245
CNN | Keras/PyTorch | CAPTCHA recognition（卷积神经网络、Keras/PyTorch框架、验证码识别）
most recent commit 3 years ago
Kerasdeepspeech ⭐ 244
A Keras CTC implementation of Baidu's DeepSpeech for model experimentation
most recent commit 4 years ago
Keras Non Local Nets ⭐ 233
Keras implementation of Non-local Neural Networks
most recent commit 3 years ago
Mixture Density Networks For Distribution And Uncertainty Estimation ⭐ 225
A generic Mixture Density Networks (MDN) implementation for distribution and uncertainty estimation by using Keras (TensorFlow)
most recent commit 5 years ago
Keras Resnext ⭐ 219
Implementation of ResNeXt models from the paper Aggregated Residual Transformations for Deep Neural Networks in Keras 2.0+.
most recent commit a year ago
Keras Gp ⭐ 219
Keras + Gaussian Processes: Learning scalable deep and recurrent kernels.
most recent commit a year ago
Style_transfer ⭐ 212
CNN image style transfer 🎨.
most recent commit a year ago
Handpose ⭐ 207
A python program to detect and classify hand pose using deep learning techniques
most recent commit 14 days ago
Cnn Text Classification Keras ⭐ 204
Text Classification by Convolutional Neural Network in Keras
most recent commit 4 years ago
Modernconvnets ⭐ 202
Revisions and implementations of modern Convolutional Neural Networks architectures in TensorFlow and Keras
most recent commit 2 months ago
Snn_toolbox ⭐ 201
Toolbox for converting analog to spiking neural networks (ANN to SNN), and running them in a spiking neuron simulator.
total releases 13most recent commit a year ago
Deep Learning With Python ⭐ 197
Deep learning codes and projects using Python
most recent commit a year ago
Emlearn ⭐ 196
Machine Learning inference engine for Microcontrollers and Embedded devices
total releases 21most recent commit 4 months ago
Deep Learning For Hackers ⭐ 196
Machine Learning tutorials with TensorFlow 2 and Keras in Python (Jupyter notebooks included) - (LSTMs, Hyperameter tuning, Data preprocessing, Bias-variance tradeoff, Anomaly Detection, Autoencoders, Time Series Forecasting, Object Detection, Sentiment Analysis, Intent Recognition with BERT)
most recent commit 2 years ago
Nnproject_deepmask ⭐ 188
Deep Neural Network for object segmentation.
most recent commit 6 years ago
Lstm Music Genre Classification ⭐ 184
Music genre classification with LSTM Recurrent Neural Nets in Keras & PyTorch
most recent commit 9 months ago
Deephyper ⭐ 181
DeepHyper: Scalable Asynchronous Neural Architecture and Hyperparameter Search for Deep Neural Networks
dependent packages 1total releases 24most recent commit a month agopypi deephyper} Downloads
Imageatm ⭐ 179
Image classification for everyone.
most recent commit 2 years ago
Deep Survey Text Classification ⭐ 177
The project surveys 16+ Natural Language Processing (NLP) research papers that propose novel Deep Neural Network Models for Text Classification, based on Convolutional Neural Networks (CNN) and Recurrent Neural Networks (RNN). It also implements each of the models using Tensorflow and Keras.
most recent commit 5 years ago
Datastories Semeval2017 Task4 ⭐ 171
Deep-learning model presented in "DataStories at SemEval-2017 Task 4: Deep LSTM with Attention for Message-level and Topic-based Sentiment Analysis".
most recent commit 4 years ago
Fixy ⭐ 170
Amacımız Türkçe NLP literatüründeki birçok farklı sorunu bir arada çözebilen, eşsiz yaklaşımlar öne süren ve literatürdeki çalışmaların eksiklerini gideren open source bir yazım destekleyicisi/denetleyicisi oluşturmak. Kullanıcıların yazdıkları metinlerdeki yazım yanlışlarını derin öğrenme yaklaşımıyla çözüp aynı zamanda metinlerde anlamsal analizi de gerçekleştirerek bu bağlamda ortaya çıkan yanlışları da fark edip düzeltebilmek.
most recent commit 2 years ago
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