netron : Visualizer for deep learning and machine learning models
author: lutzroeder
created: 2010-12-26 12:53:43
ai caffe caffe2 coreml deep-learning deeplearning keras machine-learning machinelearning ml mxnet neural-network onnx paddle pytorch scikit-learn tensorflow tensorflow-lite torch visualizer javascript


LotteryPrediction : :full_moon_with_face: Lottery prediction using GA+BF ANN+FL(GeneticAlogrithm+ArtificalNeuralNetwork+FuzzyLogicControl) based on SciPy/NumPy/matplotlib/R/SAS/TensorFlow/Keras
author: yangboz
created: 2011-06-15 04:22:30
keras mine-data predictive-analytics r sas scatter-plot series-analysis tensoflow tensorflow wechat-mini-program javascript


data-science-ipython-notebooks : 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.
author: donnemartin
created: 2015-01-23 19:38:29
aws big-data caffe data-science deep-learning hadoop kaggle keras machine-learning mapreduce matplotlib numpy pandas python scikit-learn scipy spark tensorflow theano


ipython_notebooks : Collection of Jupyter notebooks demonstrating graphics and other fun stuff - see README
author: terryspitz
created: 2015-02-12 21:42:05
fonts functional-programming graphics keras python jupyter notebook


easy12306 : 使用机器学习算法完成对12306验证码的自动识别
author: zhaipro
created: 2015-03-23 09:37:12
captcha deep-learning keras mathematics python


face-comparer : Neural net to compare human faces.
author: aleju
created: 2015-08-06 19:32:44
deep-learning keras python


elephas : Distributed Deep learning with Keras & Spark
author: maxpumperla
created: 2015-08-13 12:09:19
deep-learning distributed-computing keras neural-networks spark python


Deep-Learn-Oil : Deep learning tools for predicting oil well data
author: akashlevy
created: 2015-08-13 19:56:57
data-processing dataset deep-learning harvard keras neural-network petroleum python research


ini_caltech101 : Image Classification with CNN
author: marcuniq
created: 2015-10-19 09:52:12
convolutional-neural-networks image-classification keras machine-learning neural-network theano jupyter notebook


Predict-if-salary-is-over-50k-with-Keras : Predict whether income exceeds $50K/yr based on census data of the "Adult Dataset". Also known as "Census Income" dataset.
author: guillaume-chevalier
created: 2015-10-25 22:40:18
keras machine-learning neural-network jupyter notebook


jupyter-keras : My Dockerfile for working with Neural Networks and Python
author: Gaarv
created: 2015-10-26 11:02:24
docker jupyter-notebook keras neural-network python tensorflow


debug_seq2seq : [unmaintained] Make seq2seq for keras work
author: nicolas-ivanov
created: 2015-12-03 15:02:32
chatbot keras seq2seq python


DeepLearningReading : Deep Learning and Machine Learning mini-projects. Current Project: Deepmind Attentive Reader (rc-data)
author: dandxy89
created: 2015-12-29 10:18:44
attention deep-learning embeddings keras nlp nlp-machine-learning python


CASIA-HWDB1.1-cnn : Convolutional neural networks with Python 3 and Keras
author: integeruser
created: 2016-01-07 14:09:04
chinese-characters classification convolutional-neural-networks keras python3 python


AQI-Delhi : Predicting air pollution level in a specific city
author: alyakhtar
created: 2016-02-01 13:05:31
air-quality aqi confusion-matrix decision-trees delhi keras mlp naive-bayes-classifier neural-network random-forest svm-classifier tensorflow python


hyperas : Keras + Hyperopt: A very simple wrapper for convenient hyperparameter optimization
author: maxpumperla
created: 2016-02-19 14:45:10
hyperopt hyperparameter-optimization keras python


keras-dcgan : Keras implementation of Deep Convolutional Generative Adversarial Networks
author: jacobgil
created: 2016-03-04 14:12:02
artificial-images dcgan deep-learning gan keras keras-dcgan python


sequence-rnn-py : Sequence analyzing using Recurrent Neural Networks (RNN) based on Keras
author: fluency03
created: 2016-03-16 12:07:28
keras lstm python recurrent-neural-networks rnn theano


WhatsMissingInGeoparsing : The accompanying code and data for the Springer 2017 publication "What's missing in geographical parsing?" in Language Resources and Evaluation.
author: milangritta
created: 2016-03-16 14:22:19
dataset evaluation geocoding geonames geoparsing geotagging keras machine-learning nlp python python-script science toponym-resolution toponyms toponymy wiktor


tone-classifier : Application of SVM classifier and NN classifiers for sentiment classification of Russian Twitter messages
author: nicolay-r
created: 2016-03-17 19:38:49
keras lexicon lstm rnn sentiment-classification sentirueval svm-model theano python


retrieval-2017-cam : Class-Weighted Convolutional Features for Image Retrieval
author: imatge-upc
created: 2016-03-21 11:35:27
cam class-activation-maps convolutional-neural-networks deep-learning image-retrieval keras pytorch transfer-learning vgg16 visual-instance-search python


deepjazz : Deep learning driven jazz generation using Keras & Theano!
author: jisungk
created: 2016-04-02 01:00:05
deep-learning jazz keras lstm machine-learning music neural-networks rnn theano python


keras-model-zoo : Keras Model Zoo
author: albertomontesg
created: 2016-04-04 15:00:55
deep-learning keras model-zoo python


headlines : Automatically generate headlines to short articles
author: udibr
created: 2016-04-21 02:23:53
generation keras nlp rnn summarization jupyter notebook


baseline : Strong Deep-Learning Baseline algorithms for NLP
author: dpressel
created: 2016-04-24 14:23:02
baseline classification convolutional-neural-networks deep-learning deep-learning-architectures dynet keras language-model nlp nlp-tasks pytorch recurrent-neural-networks seq2seq tensorflow visdom python


Eigenvalue-Decay-Regularizer-for-Keras : Eigenvalue Decay is a new option of weight regularizer to the deep learning practitioner that aims at maximum-margin learning.
author: oswaldoludwig
created: 2016-04-26 00:54:36
deep-learning eigenvalue-decay keras maximum-margin-learning python regularization


deconvfaces : Generating faces with deconvolution networks
author: zo7
created: 2016-04-27 03:11:22
animation deep-learning keras python


StockPrediction : 決定木、SVM、LSTMを使った株価変動予測
author: SakaiTakao
created: 2016-05-02 02:39:17
decision-trees keras lstm machine-learning python python3 scikit-learn stock-price-prediction svm tensorflow


keras2cpp : This is a bunch of code to port Keras neural network model into pure C++.
author: pplonski
created: 2016-05-02 10:13:02
keras machine-learning neural-network c++


keras-rest-server : A very simple project to create a rest backend for serving a neural network model based on keras
author: ansrivas
created: 2016-05-09 20:12:00
keras keras-models keras-rest-server rest-server python


language-modeling :
author: sjayakum
created: 2016-05-10 03:21:43
keras language-model lstm lstm-model natural-language-processing python


Speaker-Identification : A program for automatic speaker identification using deep learning techniques.
author: GauravWaghmare
created: 2016-05-12 10:18:39
keras mfcc speaker-recognition speaker-verification python


batter-pitcher-2vec : A model for learning distributed representations of MLB players.
author: airalcorn2
created: 2016-05-15 17:01:28
baseball keras neural-networks representation-learning jupyter notebook


Fabrik : :factory: Collaboratively build, visualize, and design neural nets in browser
author: Cloud-CV
created: 2016-05-28 17:51:46
caffe ide keras neural-network tensorflow visualization python


adios : ADIOS: Architectures Deep In Output Space
author: alshedivat
created: 2016-05-30 05:14:38
deep-learning keras python


c2w2c : C2W2C language model from my Master's Thesis
author: milankinen
created: 2016-06-08 13:25:55
deep-learning deep-neural-networks keras nlp recurrent-neural-networks theano python


scala-python-example : Example to demonstrate using keras library via jep in scala
author: sushant-hiray
created: 2016-06-10 15:42:38
keras python scala tutorial


deep-q-atari : Keras and OpenAI Gym implementation of the Deep Q-learning algorithm to play Atari games.
author: danielegrattarola
created: 2016-06-11 13:41:37
deep-learning deep-reinforcement-learning dqn keras openai-gym python reinforcement-learning


austin-deep-learning-meetup : Deep Learning Meetup in Austin, TX
author: ramhiser
created: 2016-06-15 15:04:02
austin deep-learning keras meetup neural-networks slides tensorflow tensorflow-meetup jupyter notebook


async-rl : 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]
author: Grzego
created: 2016-06-18 17:27:42
a3c deep-reinforcement-learning keras openai-gym q-learning theano python


Inception-v4 : Inception-v4, Inception - Resnet-v1 and v2 Architectures in Keras
author: titu1994
created: 2016-06-19 18:50:15
deep-learning inception-resnet keras paper python


Wide-Residual-Networks : Wide Residual Networks in Keras
author: titu1994
created: 2016-06-28 09:32:14
deep-learning keras residual-networks wide python


u-net : U-Net: Convolutional Networks for Biomedical Image Segmentation
author: yihui-he
created: 2016-06-29 07:46:30
convolutional-networks deep-neural-networks image-segmentation keras medical-imaging python


keras-rl : Deep Reinforcement Learning for Keras.
author: keras-rl
created: 2016-07-02 15:53:12
keras machine-learning neural-networks reinforcement-learning tensorflow theano python


dlwin : GPU-accelerated Deep Learning on Windows 10 native
author: philferriere
created: 2016-07-02 21:24:26
cntk cudnn deep-learning gpu-acceleration gpu-mode keras tensorflow theano python


conx : The On-Ramp to Deep Learning
author: Calysto
created: 2016-07-10 20:46:06
cntk deep-learning keras neural-network python tensorflow theano


frugally-deep : Header-only library for using Keras models in C++.
author: Dobiasd
created: 2016-07-15 19:36:26
c-plus-plus c-plus-plus-14 convolutional-neural-networks cpp cpp14 deep-learning header-only keras library machine-learning prediction tensorflow c++


robotics_setup : Setup Ubuntu 16.04 and 14.04 with machine learning and robotics software plus user configuration. Includes ceres tensorflow ros caffe vrep eigen cudnn and cuda plus many more.
author: ahundt
created: 2016-07-25 01:06:43
bash bash-script ceres-solver deep-learning eigen grl install keras linux python robot robotics ros setup tensorflow ubuntu ubuntu1404 ubuntu1604 vrep zsh shell


dist-keras : Distributed Deep Learning, with a focus on distributed training, using Keras and Apache Spark.
author: cerndb
created: 2016-07-25 09:47:37
apache-spark data-parallelism data-science deep-learning distributed-optimizers hadoop keras machine-learning optimization-algorithms tensorflow python


snake_game : Play classic Nokia snake game by reinforcement learning with Keras
author: wing3s
created: 2016-07-29 07:48:32
deep-learning keras reinforcement-learning theano python


t81_558_deep_learning : Washington University (in St. Louis) Course T81-558: Applications of Deep Neural Networks
author: jeffheaton
created: 2016-07-31 02:32:59
deeplearning keras machine-learning neural-network tensorflow jupyter notebook


deep-learning-keras-tensorflow : Introduction to Deep Neural Networks with Keras and Tensorflow
author: leriomaggio
created: 2016-08-02 10:13:21
deep-learning keras keras-tensorflow keras-tutorials python tensorflow tutorial jupyter notebook


deep-learning-vm : Sets up a VM with Keras, TensorFlow, TFLearn and Theano installed
author: nirmalyaghosh
created: 2016-08-05 18:04:43
deep-learning keras mxnet tensorflow theano vagrant virtualbox vm jupyter notebook


yolo-autonomous-drone : YOLO Autonomous Drone - Deep Learning Person Detection: The YOLO Drone localizes and follows people with the help of the YOLO Deep Network
author: durner
created: 2016-08-08 08:43:15
actuators ar-drone autonomous deep-learning drone keras machine-learning yolo yolo-network python


MachineLearning : Study ML
author: kbj2060
created: 2016-08-09 11:48:48
coursera keras tensorflow python


openai_lab : An experimentation framework for Reinforcement Learning using OpenAI Gym, Tensorflow, and Keras.
author: kengz
created: 2016-08-10 05:33:39
actor-critic ddpg deep-reinforcement-learning experiment keras openai policy-gradient reinforcement-learning tensorflow python


merlin : This is now the official location of the Merlin project.
author: CSTR-Edinburgh
created: 2016-08-10 16:47:10
deep-learning keras merlin python speech-synthesis tensorflow text-to-speech theano voice-conversion


keras-cam : Keras implementation of class activation mapping
author: jacobgil
created: 2016-08-19 18:52:39
deep-learning deep-learning-visualization keras visualization python


BigDL : BigDL: Distributed Deep Learning Library for Apache Spark
author: intel-analytics
created: 2016-08-29 07:59:50
ai big-data deep-learning hadoop keras neural-network python scala spark


gandlf : Generative Adversarial Networks in Keras
author: codekansas
created: 2016-08-29 15:39:44
gan generative-adversarial-network keras python


keras-dqn-doom : Keras implementation of DQN on ViZDoom environment
author: itaicaspi
created: 2016-08-30 18:00:11
ddqn deep-reinforcement-learning dqn keras vizdoom python


deep-q-snake : Using deep reinforcement learning (deep Q-learning) to play Snake. Machine Learning course project, Politecnico di Milano, A.Y. 2015/2016.
author: danielegrattarola
created: 2016-09-04 16:58:48
deep-learning deep-reinforcement-learning dqn keras python reinforcement-learning snake-game


data-science-portfolio : Portfolio of data science projects completed by me for academic, self learning, and hobby purposes.
author: sajal2692
created: 2016-09-05 06:36:35
data-science keras machine-learning nlp pandas portfolio python scikit-learn jupyter notebook


Human-Action-Recognition-with-Keras : Keras implementation of Human Action Recognition for the data set State Farm Distracted Driver Detection (Kaggle)
author: oswaldoludwig
created: 2016-09-05 08:40:58
convolutional-neural-networks deep-learning human-action-recognition kaggle keras python


large-batch-training : Code to reproduce some of the figures in the paper "On Large-Batch Training for Deep Learning: Generalization Gap and Sharp Minima"
author: keskarnitish
created: 2016-09-13 03:45:30
batch-training deep-learning keras minima theano python


SVHN-deep-digit-detector : Deep-digit-detector (and recognizer) in natural scene. A digit detection framework was implemented using keras with tensorflow backend.
author: penny4860
created: 2016-09-15 07:43:06
detection keras svhn tensorflow python


TensorFlow : This Repository contains all tensorflow tutorials.
author: Prakashvanapalli
created: 2016-09-23 10:12:22
backpropagation-learning-algorithm keras tensorflow transfer-learning jupyter notebook


data-science-handbook :
author: arathee2
created: 2016-09-24 08:08:34
bokeh git keras matplotlib numpy pandas python r scikit-learn seaborn tidyverse


LSTM-Music-Genre-Classification : Music genre classification with LSTM Recurrent Neural Nets
author: ruohoruotsi
created: 2016-09-28 16:13:48
classification genre gtzan-dataset keras lstm music rnn python


cloudml-samples : Samples for Google Cloud Machine Learning Engine
author: GoogleCloudPlatform
created: 2016-09-29 14:36:12
cloudml cloudml-samples gcp keras keras-tensorflow python


Keras-Classification-Models : Collection of Keras models used for classification
author: titu1994
created: 2016-09-30 12:40:57
deep-learning keras keras-classification-models keras-models residual-networks python


keras-js : Run Keras models in the browser, with GPU support using WebGL
author: transcranial
created: 2016-09-30 14:40:35
deep-learning javascript keras machine-learning neural-networks tensorflow webgl


keras-gp : Keras + Gaussian Processes: Learning scalable deep and recurrent kernels.
author: alshedivat
created: 2016-09-30 22:07:01
gaussian-processes keras machine-learning neural-networks tensorflow theano python


keras-neural-graph-fingerprint : Keras implementation of Neural Graph Fingerprints as proposed by Duvenaud et al., 2015
author: keiserlab
created: 2016-10-05 23:43:24
atom differentiable-models fingerprint gpu graph graph-algorithms keras molecule morgan-fingerprints neural-networks tensor python


keras-squeezenet : SqueezeNet implementation with Keras Framework
author: rcmalli
created: 2016-10-08 12:29:26
deeplearning keras squeezenet tensorflow python


DCGAN : Implementation of Deep Convolutional Generative Adversarial Networks on MNIST database in Keras
author: rajathkmp
created: 2016-10-09 06:18:11
keras machine-learning neural-network python


dlami : A Deep Learning Amazon Web Service (AWS) AMI that is open, free and works. Run in less than 5 minutes. TensorFlow, Keras, PyTorch, Theano, MXNet, CNTK, Caffe and all dependencies.
author: ritchieng
created: 2016-10-10 03:19:33
ami aws cuda cudnn5 keras python tensorflow ubuntu


Project-Mahjong : Build AI for Mahjong.
author: 0xsuu
created: 2016-10-10 14:00:29
artificial-intelligence deep-reinforcement-learning keras mahjong reinforcement-learning c++


ABiViRNet : Attention Bidirectional Video Recurrent Net
author: lvapeab
created: 2016-10-11 15:32:02
attention-mechanism deep-learning keras lstm python tensorflow theano video-captioning


recaptcha-cracker : A program to automatically crack the challenges of Google's reCAPTCHA.
author: nocturnaltortoise
created: 2016-10-12 13:07:36
captcha captcha-recaptcha captcha-solving convolutional-neural-networks keras machine-learning python-3 python


MachineLearningAlgorithm : 一些常用的机器学习算法实现
author: lining0806
created: 2016-10-13 08:35:30
apriori desiciontree keras logisticregression naivebayes regression sklearn tensorflow viterbi python


learning : 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.
author: zhourunlai
created: 2016-10-13 12:31:57
caffe deep-learning keras tensorflow theano jupyter notebook


Keras-Mnist-Example : 一天搞懂深度學習 Keras demo
author: Lee-W
created: 2016-10-14 03:02:24
keras jupyter notebook


keras-vggface : VGGFace implementation with Keras Framework
author: rcmalli
created: 2016-10-17 15:07:40
keras tensorflow vggface python


braindev-analysis : Deep learning analysis of gene expression in neurological animal models
author: kevin-who
created: 2016-10-17 19:08:44
allen-brain-atlas bioinformatics convolutional-neural-networks deep-learning keras neuroscience python tensorflow tex


lambda-packs : Precompiled packages for AWS Lambda
author: ryfeus
created: 2016-10-19 18:22:39
aws aws-lambda hdf keras lightgbm numpy opencv pandas phantomjs pillow python pytorch selenium serverless skimage sklearn spacy tensorflow tesseract wrk


sentence-selectioNN : Theano + Keras sentence classification
author: lvapeab
created: 2016-10-20 09:55:22
cnn convolutional-neural-networks data-selection deep-learning keras lstm neural-network recurrent-neural-networks statistical-machine-translation theano python


MovieScope : Using movie trailers to identify Genre | Deep Learning for Video Classification
author: maximus009
created: 2016-10-21 20:33:31
deep-learning deep-neural-networks keras video-processing python


dogsVScats : Kaggle Cats vs. Dogs Redux Edition
author: prajwalkr
created: 2016-10-22 06:13:12
convolutional-neural-networks deep-learning keras python


edgar-alan-turing : 🤖 LSTM Recurrent Neural Network Text Generation
author: evanotero
created: 2016-10-22 16:59:49
keras lstm-neural-networks python wsgi


keras-grad-cam : An implementation of Grad-CAM with keras
author: jacobgil
created: 2016-10-23 22:17:43
deep-learning grad-cam keras visualization python


neural-networks : brief introduction to Python for neural networks
author: savarin
created: 2016-10-24 04:37:45
deep-learning keras neural-networks python tensorflow jupyter notebook


CNN-MNIST : CNN classification model built in Keras used for Digit Recognizer task on Kaggle (https://www.kaggle.com/c/digit-recognizer)
author: kurapan
created: 2016-10-28 19:08:47
cnn keras mnist python


deeplearning4all : Deep learning (also known as deep structured learning, hierarchical learning or deep machine learning) is a branch of machine learning based on a set of algorithms that attempt to model high level abstractions in data by using a deep graph with multiple processing layers, composed of multiple linear and non-linear transformations.
author: arunsoman
created: 2016-10-30 13:41:36
deep-belief-network deep-learning keras machine-learning neural-network python tensorflow javascript


deep-learning-batik-classification : Batik motif classification (5 classes) using VGG16 transfer learning
author: yohanesgultom
created: 2016-11-02 08:44:30
batik deep-learning keras tex


Keras-Tutorials : Simple tutorials using Keras Framework
author: tgjeon
created: 2016-11-04 01:56:27
deep-learning feedforward-neural-network keras keras-tutorials tensorflow jupyter notebook


plasma-python : PPPL deep learning disruption prediction package
author: PPPLDeepLearning
created: 2016-11-06 03:50:53
deep-learning keras plasma-physics rnn tensorflow python


image_keras : Building an image classifier using keras
author: rajshah4
created: 2016-11-06 04:52:23
deep-learning image-classifier keras keras-tutorials notebook rstats tensorflow transfer-learning jupyter notebook


Snapshot-Ensembles : Snapshot Ensemble in Keras
author: titu1994
created: 2016-11-07 14:13:34
deep-learning ensemble-model keras paper python


DenseNet : DenseNet implementation in Keras
author: titu1994
created: 2016-11-08 11:53:02
bottleneck deep-learning densenet densenet-model keras paper python


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