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186 search results found

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.

Deepo ⭐ 6,312

Setup and customize deep learning environment in seconds.

Keras Rl ⭐ 5,348

Deep Reinforcement Learning for Keras.

Deep Learning Keras Tensorflow ⭐ 2,863

Introduction to Deep Neural Networks with Keras and Tensorflow

Keras Vis ⭐ 2,592

Neural network visualization toolkit for keras

Deepjazz ⭐ 2,583

Deep learning driven jazz generation using Keras & Theano!

Keras Contrib ⭐ 1,585

Keras community contributions

Merlin ⭐ 1,189

This is now the official location of the Merlin project.

Repo 2017 ⭐ 1,146

Python codes in Machine Learning, NLP, Deep Learning and Reinforcement Learning with Keras and Theano

Cnngesturerecognizer ⭐ 895

Gesture recognition via CNN. Implemented in Keras + Tensorflow/Theano + OpenCV

Bert Keras ⭐ 802

Keras implementation of BERT with pre-trained weights

Music Auto_tagging Keras ⭐ 554

Music auto-tagging models and trained weights in keras/theano

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.

Densenet Keras ⭐ 534

DenseNet Implementation in Keras with ImageNet Pretrained Models

A lightweight C library for artificial neural networks

GPU-accelerated Deep Learning on Windows 10 native

Nmt Keras ⭐ 514

Neural Machine Translation with Keras

Keras Rcnn ⭐ 496

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

Relational Gcn ⭐ 484

Keras-based implementation of Relational Graph Convolutional Networks

Real Time Ml Project ⭐ 437

A curated list of applied machine learning and data science notebooks and libraries across different industries.

Keras Text ⭐ 417

Text Classification Library in Keras

Learning ⭐ 326

The data is the future of oil, digging the potential value of the data is very meaningful. This library records my road of machine learning study.

Keras Fasterrcnn ⭐ 291

keras implementation of Faster R-CNN

KEras Reinforcement Learning gYM agents

Keras Resnet ⭐ 273

Keras package for deep residual networks

Encoder_decoder ⭐ 256

Four styles of encoder decoder model by Python, Theano, Keras and Seq2Seq

Dlpython_course ⭐ 237

Примеры для курса "Программирование глубоких нейронных сетей на Python"

Captcha Breaking ⭐ 227

Keras Gp ⭐ 219

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

Cnn Text Classification Keras ⭐ 204

Text Classification by Convolutional Neural Network in Keras

Transfer_learning_music ⭐ 204

Transfer learning for music classification and regression tasks

Basic DQN implementation

Deepcca ⭐ 192

An implementation of Deep Canonical Correlation Analysis (DCCA or Deep CCA) with Keras.

Word2vec Keras In Gensim ⭐ 185

word2vec uisng keras inside gensim

Own_data_cnn_implementation_keras ⭐ 172

A complete tutorial on using own dataset to train a CNN from scratch in Keras (TF & Theano Backend)-

Neuralnets ⭐ 159

Deep Learning libraries tested on images and time series

Handwritten Digit Recognition Using Deep Learning ⭐ 158

Handwritten Digit Recognition using Machine Learning and Deep Learning

Keras Rtst ⭐ 158

"Real-Time Style Transfer" with Keras

Keras Extra ⭐ 153

Extra Layers for Keras to connect CNN with RNN

Deeplearning_keras2 ⭐ 150

Modification of fast.ai deep learning course notebooks for usage with Keras 2 and Python 3.

Phasedlstm Keras ⭐ 138

Keras implementation of Phased LSTM [https://arxiv.org/abs/1610.09513]

Stochastic_depth_keras ⭐ 138

Keras implementation for "Deep Networks with Stochastic Depth" http://arxiv.org/abs/1603.09382

Gans_paper_collection ⭐ 134

Machine Learning Notes ⭐ 130

机器学习笔记

Keras Resnet3d ⭐ 121

Implementations of ResNets for volumetric data, including a vanilla resnet in 3D.

Visual_turing_test Tutorial ⭐ 121

Tutorial for Visual Turing Test (visual question answering, image question answering).

Reading Text In The Wild ⭐ 118

A Keras/Theano implementation of "Reading Text in the Wild with Convolutional Neural Networks" by M Jaderberg et.al.

Humanbehaviorbku ⭐ 116

Abnormal Human Behaviors Detection/ Road Accident Detection From Surveillance Videos/ Real-World Anomaly Detection in Surveillance Videos/ C3D Feature Extraction

Adaptationseg ⭐ 116

Curriculum Domain Adaptation for Semantic Segmentation of Urban Scenes, ICCV 2017

Stockperformanceclassification ⭐ 113

Keras 1D CNN on Azure ML Workbench to classify 4 week stock performance based on text in public earnings statements

Aetros Cli ⭐ 112

AETROS CLI + SDK. Command line application to manage/monitor machine learning training in AETROS Trainer

Repo 2016 ⭐ 105

R, Python and Mathematica Codes in Machine Learning, Deep Learning, Artificial Intelligence, NLP and Geolocation

Alexnet Experiments Keras ⭐ 101

Code examples for training AlexNet using Keras and Theano

Darknet.keras ⭐ 99

Large Batch Training ⭐ 95

Code to reproduce some of the figures in the paper "On Large-Batch Training for Deep Learning: Generalization Gap and Sharp Minima"

Docker Keras ⭐ 92

Docker image: Keras in Docker for reproducible deep learning on CPU or GPU

The On-Ramp to Deep Learning

Factorization Machine For Prediction ⭐ 88

Factorization Machine for regression and classification

Deep Learning On Image Denoising An Overview ⭐ 81

Deep Learning on Image Denoising: An overview (Neural Networks, 2020)

Benchm Dl ⭐ 75

Playing with various deep learning tools and network architectures

Deep Clustering ⭐ 72

Hybrid Reward Architecture

Mlatimperial2017 ⭐ 70

Materials for the course of machine learning at Imperial College organized by Yandex SDA

Promise12_segmentation ⭐ 66

Codes that I have written to complete promise12 prostate segmentation competition.

Fasterrcnn_keras ⭐ 62

Captcha_break_keras ⭐ 61

keras theano 验证码破解字母+数字

Keras_stft_layer ⭐ 58

Do STFT in Keras

Caffe_weight_converter ⭐ 56

Caffe-to-Keras weight converter. Can also export weights as Numpy arrays for further processing.

Abivirnet ⭐ 56

Attention Bidirectional Video Recurrent Net

Docker Keras Full ⭐ 54

Docker image: Deep learning environment with *Keras* and *Jupyter* using CPU or GPU

AIOpen是一个按人工智能三要素（数据、算法、算力）进行AI开源项目分类的汇集项目，项目致力于跟踪

Central Moment Discrepancy for Domain-Invariant Representation Learning (ICLR 2017, keras)

Improving Rnn Recommendation Model ⭐ 51

Applied weight tying technique to RNN based recommendation model. Implemented with Tensorflow and Keras.

Basic_nns_in_frameworks ⭐ 50

several basic neural networks[mlp, autoencoder, CNNs, recurrentNN, recursiveNN] implements under several NN frameworks[ tensorflow, pytorch, theano, keras]

Computer Vision And Deep Learning Setup ⭐ 49

Tutorial on how to setup your system with a NVIDIA GPU and to install Deep Learning Frameworks like TensorFlow, Darknet for YOLO, Theano, and Keras; OpenCV; and NVIDIA drivers, CUDA, and cuDNN libraries on Ubuntu 16.04, 17.10 and 18.04.

Conditional Dcgan Keras ⭐ 49

Keras implementation of the conditional GAN.

Unsupervised Domain Adaptation with Moment Alignment Neural Networks (Keras)

Async Rl ⭐ 44

Variation of "Asynchronous Methods for Deep Reinforcement Learning" with multiple processes generating experience for agent (Keras + Theano + OpenAI Gym)[1-step Q-learning, n-step Q-learning, A3C]

Dockerkeras ⭐ 41

We provide GPU-enabled docker images including Keras, TensorFlow, CNTK, MXNET and Theano.

Musitedeep ⭐ 40

MusiteDeep provides a deep-learning method for general and kinase-specific phosphorylation site prediction. It is implemented by deep learning library Keras and Theano backend (the Keras2.0 and Tensorflow backend implementation were also provided under folder MusiteDeep_Keras2.0). At present, MusiteDeep only provides prediction of human phosphorylation sites; however, it also provides customized model training that enables users to train other PTM prediction models by using their own training da

Dl_mir_tutorial ⭐ 40

Deep Learning on Music Information Retrieval Tutorial

Deepwalk_keras_igraph ⭐ 37

Reimplementation of deepwalk algorithm from https://github.com/phanein/deepwalk

Simple Neural Networks ⭐ 37

Simple Neural Networks

Facialexpressionrecognition ⭐ 36

Fer2013 Facial Expression Recognition Keras

Neural Style ⭐ 36

Theano+Keras implementation of style transfer algorithms.

Deeplearningbenchmarks ⭐ 35

Keras_began ⭐ 35

Implementation BEGAN([Boundary Equilibrium Generative Adversarial Networks](https://arxiv.org/pdf/1703.10717.pdf)) by Keras.

Neural Networks for Inverse Kinematics

Poseidon Biwi ⭐ 33

A Keras + Theano implementation of my CVPR 2017 paper "POSEidon: Face-from-Depth for Driver Pose Estimation"

Lyhue1991.github.io ⭐ 32

Pydata Carolinas 2016 ⭐ 31

📊 My tutorial for PyData Carolinas 2016

Neural Networks In Keras ⭐ 29

Keraflow ⭐ 28

C3D for Keras (only Tensorflow backend at the moment) with easy preprocessing and automatic downloading of TF format sports1M weights

Sequence Rnn Py ⭐ 27

Sequence analyzing using Recurrent Neural Networks (RNN) based on Keras

Resnet152 ⭐ 26

Adaptation of ResNet-152 to match Keras API with added large input option

An implementation of Deep Linear Discriminant Analysis (DeepLDA) in Keras

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