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372 search results found

Netron ⭐ 27,504

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.

Ncnn ⭐ 20,102

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

Onnx ⭐ 16,275

Open standard for machine learning interoperability

Keras Gan ⭐ 8,842

Keras implementations of Generative Adversarial Networks.

T81_558_deep_learning ⭐ 5,590

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

Keras Rl ⭐ 5,348

Deep Reinforcement Learning for Keras.

Keras Js ⭐ 4,879

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

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

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.

Keras Vis ⭐ 2,592

Neural network visualization toolkit for keras

Deepjazz ⭐ 2,583

Deep learning driven jazz generation using Keras & Theano!

Imgclsmob ⭐ 2,399

Sandbox for training deep learning networks

Spektral ⭐ 2,317

Graph Neural Networks with Keras and Tensorflow 2.

Hackingneuralnetworks ⭐ 2,215

A small course on exploiting and defending neural networks

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

Image Quality Assessment ⭐ 1,937

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

Ailia Models ⭐ 1,708

The collection of pre-trained, state-of-the-art AI models for ailia SDK

Keras Contrib ⭐ 1,586

Keras community contributions

Elephas ⭐ 1,548

Distributed Deep learning with Keras & Spark

Tutorials and implementations for "Self-normalizing networks"

Speech Emotion Analyzer ⭐ 1,279

The neural network model is capable of detecting five different male/female emotions from audio speeches. (Deep Learning, NLP, Python)

One Pixel Attack Keras ⭐ 1,078

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

Fabrik ⭐ 1,062

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

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.

Neural Structured Learning ⭐ 972

Training neural models with structured signals.

Windows Machine Learning ⭐ 945

Samples and Tools for Windows ML.

Nba Machine Learning Sports Betting ⭐ 904

NBA sports betting using machine learning

Time Series Prediction ⭐ 762

tfts: Time series deep learning models in TensorFlow

Tensorflow Tutorial ⭐ 751

TensorFlow and Deep Learning Tutorials

Test Tube ⭐ 719

Python library to easily log experiments and parallelize hyperparameter search for neural networks

Awesome_deep_learning_interpretability ⭐ 699

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)

N Beats ⭐ 686

Keras/Pytorch implementation of N-BEATS: Neural basis expansion analysis for interpretable time series forecasting.

An Open-Source Library for Training Binarized Neural Networks

BetaGo: AlphaGo for the masses, live on GitHub.

Hyperparameter_hunter ⭐ 635

Easy hyperparameter optimization and automatic result saving across machine learning algorithms and libraries

Wtte Rnn ⭐ 580

WTTE-RNN a framework for churn and time to event prediction

Cnn For Sentence Classification In Keras ⭐ 557

Convolutional Neural Networks for Sentence Classification in Keras

Poutyne ⭐ 557

A simplified framework and utilities for PyTorch

Keras.net ⭐ 544

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.

A lightweight C library for artificial neural networks

Keras2cpp ⭐ 515

This is a bunch of code to port Keras neural network model into pure C++.

Torchview ⭐ 508

torchview: visualize pytorch models

Predictive Maintenance Using Lstm ⭐ 507

Example of Multiple Multivariate Time Series Prediction with LSTM Recurrent Neural Networks in Python with Keras.

Keras Rcnn ⭐ 496

Keras package for region-based convolutional neural networks (RCNNs)

Forward ⭐ 491

A library for high performance deep learning inference on NVIDIA GPUs.

A High Level API for Deep Learning in JAX

Simgan Captcha ⭐ 427

Solve captcha without manually labeling a training set

Keras Text ⭐ 417

Text Classification Library in Keras

Implementation of Apple's Learning from Simulated and Unsupervised Images through Adversarial Training

Sdsandbox ⭐ 398

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+

Emotion Recognition Using Speech ⭐ 392

Building and training Speech Emotion Recognizer that predicts human emotions using Python, Sci-kit learn and Keras

Deepposekit ⭐ 387

a toolkit for pose estimation using deep learning

Tf 2.0 Hacks ⭐ 379

Contains my explorations of TensorFlow 2.x

Amazon Forest Computer Vision ⭐ 367

Amazon Forest Computer Vision: Satellite Image tagging code using PyTorch / Keras with lots of PyTorch tricks

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.

Deep Learning In Python ⭐ 353

Hands-on, practical knowledge of how to use neural networks and deep learning with Keras 2.0

Weightnorm ⭐ 341

Example code for Weight Normalization, from "Weight Normalization: A Simple Reparameterization to Accelerate Training of Deep Neural Networks"

Easy Deep Learning With Keras ⭐ 336

Keras tutorial for beginners (using TF backend)

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……

Emlearn ⭐ 327

Machine Learning inference engine for Microcontrollers and Embedded devices

Artistic Style Transfer ⭐ 327

Convolutional neural networks for artistic style transfer.

Deepcut ⭐ 319

A Thai word tokenization library using Deep Neural Network

Modernconvnets ⭐ 318

Revisions and implementations of modern Convolutional Neural Networks architectures in TensorFlow and Keras

Thesemicolon ⭐ 312

This repository contains Ipython notebooks and datasets for the data analytics youtube tutorials on The Semicolon.

Snn_toolbox ⭐ 293

Toolbox for converting analog to spiking neural networks (ANN to SNN), and running them in a spiking neuron simulator.

Keras Non Local Nets ⭐ 290

Keras implementation of Non-local Neural Networks

Handson Ml2 ⭐ 287

핸즈온 머신러닝 2/E의 주피터 노트북

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

Neocortex ⭐ 275

Run trained deep neural networks in the browser or node.js

Deep learning for Engineers - Physics Informed Deep Learning

Importance Sampling ⭐ 264

Code for experiments regarding importance sampling for training neural networks

🧠 A tool that makes AI easier.

Pix2depth ⭐ 261

DEPRECATED: Depth Map Estimation from Monocular Images

Panotti ⭐ 248

A multi-channel neural network audio classifier using Keras

Keras Sharp ⭐ 248

An ongoing effort to port the Keras deep learning library to C#, supporting both TensorFlow and CNTK

Stock Prediction Neural Network And Machine Learning Examples ⭐ 246

Examples of python neural net and ML stock prediction methods with sample stock data.

Kerasdeepspeech ⭐ 244

A Keras CTC implementation of Baidu's DeepSpeech for model experimentation

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)

Keras Resnext ⭐ 219

Implementation of ResNeXt models from the paper Aggregated Residual Transformations for Deep Neural Networks in Keras 2.0+.

Keras Gp ⭐ 219

Keras + Gaussian Processes: Learning scalable deep and recurrent kernels.

Style_transfer ⭐ 212

CNN image style transfer 🎨.

Imageatm ⭐ 209

Image classification for everyone.

Handpose ⭐ 207

A python program to detect and classify hand pose using deep learning techniques

Cnn Text Classification Keras ⭐ 204

Text Classification by Convolutional Neural Network in Keras

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.

Deep Learning With Python ⭐ 197

Deep learning codes and projects using Python

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)

Identifying diabetic retinopathy using convolutional neural networks

Nnproject_deepmask ⭐ 188

Deep Neural Network for object segmentation.

Deepecg ⭐ 187

ECG classification programs based on ML/DL methods

Lstm Music Genre Classification ⭐ 184

Music genre classification with LSTM Recurrent Neural Nets in Keras & PyTorch

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.

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".

A cleaner way to build neural networks for PyTorch.

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