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data-science-ipython-notebooks donnemartin

7.7k

26.6k

other

1.6k

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, AW...

aws caffe keras numpy scipy spark hadoop kaggle pandas python theano big-data mapreduce matplotlib tensorflow data-science scikit-learn deep-learning machine-learning

Created 2015-01-23

543 commits to master branch, last one 5 years ago

tutorials MorvanZhou

5.7k

11.5k

mit

666

机器学习相关教程

numpy python theano sklearn threading tensorflow neural-network multiprocessing machine-learning

Created 2016-05-29

541 commits to master branch, last one 3 years ago

notes-python lijin-THU

2.9k

6.9k

unknown

548

中文 Python 笔记

numpy scipy python theano anaconda matplotlib

Created 2015-10-08

101 commits to master branch, last one 4 years ago

deepo ufoym

753

6.3k

mit

174

Setup and customize deep learning environment in seconds.

cntk onnx caffe keras mxnet torch caffe2 sonnet theano chainer jupyter lasagne pytorch tensorflow docker-image deep-learning dockerfile-generator

This repository has been archived (exclude archived)

Created 2017-10-27

146 commits to master branch, last one about a year ago

keras-rl keras-rl

1.4k

5.5k

mit

204

Deep Reinforcement Learning for Keras.

keras theano tensorflow neural-networks machine-learning reinforcement-learning

Created 2016-07-02

308 commits to master branch, last one 4 years ago

Lasagne Lasagne

951

3.8k

other

217

Lightweight library to build and train neural networks in Theano

python theano neural-networks deep-learning-library

Created 2014-09-11

1,161 commits to master branch, last one 4 years ago

keras-vis raghakot

663

3.0k

mit

73

Neural network visualization toolkit for keras

keras theano tensorflow deep-learning visualization neural-networks machine-learning

Created 2016-11-11

195 commits to master branch, last one 4 years ago

deep-learning-keras-tensorflow leriomaggio

1.3k

2.9k

mit

200

Introduction to Deep Neural Networks with Keras and Tensorflow

cudnn keras python theano anaconda tutorial tensorflow deep-learning keras-tutorials keras-tensorflow

Created 2016-08-02

129 commits to master branch, last one 3 years ago

deepjazz jisungk

440

2.9k

apache-2.0

110

Deep learning driven jazz generation using Keras & Theano!

rnn jazz lstm keras music theano deep-learning neural-networks machine-learning

Created 2016-04-02

23 commits to master branch, last one 5 years ago

keras-contrib keras-team

653

1.6k

mit

79

Keras community contributions

keras theano tensorflow data-science deep-learning neural-networks machine-learning

This repository has been archived (exclude archived)

Created 2017-01-25

579 commits to master branch, last one 4 years ago

Practical_DL yandexdataschool

618

1.5k

mit

70

DL course co-developed by YSDA, HSE and Skoltech

course theano lasagne deep-learning course-materials

Created 2016-09-15

543 commits to fall23 branch, last one 5 months ago

merlin CSTR-Edinburgh

440

1.3k

apache-2.0

103

This is now the official location of the Merlin project.

keras merlin python theano tensorflow deep-learning text-to-speech speech-synthesis voice-conversion

Created 2016-08-10

390 commits to master branch, last one 4 years ago

aesara aesara-devs

155

1.2k

other

20

Aesara is a Python library for defining, optimizing, and efficiently evaluating mathematical expressions involving multi-dimensional arrays.

aesara theano tensors transpiler optimizing-compiler optimizing-compilers symbolic-computation term-rewriting-system automatic-differentiation

Created 2019-11-12

30,109 commits to main branch, last one 3 months ago

CNNGestureRecognizer asingh33

356

964

mit

44

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

keras python theano tensorflow machine-learning gesture-recognition

Created 2017-04-30

66 commits to master branch, last one 2 years ago

BERT-keras Separius

198

814

gpl-3.0

31

Keras implementation of BERT with pre-trained weights

nlp keras theano tensorflow transformer language-modeling pretrained-models transfer-learning

This repository has been archived (exclude archived)

Created 2018-10-23

56 commits to master branch, last one 4 years ago

punctuator2 ottokart

196

653

mit

28

A bidirectional recurrent neural network model with attention mechanism for restoring missing punctuation in unsegmented text

demo theano attention punctuation recurrent-neural-networks

Created 2016-03-23

46 commits to master branch, last one 2 years ago

nmt-keras lvapeab

129

533

mit

26

Neural Machine Translation with Keras

gru nmt keras theano web-demo tensorflow transformer deep-learning lstm-networks attention-model machine-learning attention-seq2seq attention-mechanism machine-translation sequence-to-sequence attention-is-all-you-need neural-machine-translation

Created 2016-11-22

681 commits to master branch, last one 2 years ago

Real-time-ML-Project ashishpatel26

254

531

unknown

10

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

dl ml rl keras theano project pytorch real-time tensorflow application deeplearning deep-learning ml-application real-time-data machinelearning machine-learning machine-learning-algorithms

Created 2019-06-19

51 commits to master branch, last one 4 years ago

dlwin philferriere

100

517

unknown

50

GPU-accelerated Deep Learning on Windows 10 native

cntk cudnn keras theano gpu-mode tensorflow deep-learning gpu-acceleration

Created 2016-07-02

52 commits to master branch, last one about a year ago

DeepAlignmentNetwork MarekKowalski

138

509

mit

38

A deep neural network for face alignment

cvpr theano lasagne cvpr-2017 deep-learning face-alignment computer-vision

Created 2017-05-22

21 commits to master branch, last one 5 years ago

ilqr anassinator

75

352

gpl-3.0

11

Iterative Linear Quadratic Regulator with auto-differentiatiable dynamics models

ddp mpc ilqg ilqr theano cartpole pendulum mpc-control control-systems dynamics-models optimal-control trajectory-tracking auto-differentiation non-linear-optimization trajectory-optimization model-predictive-control model-predictive-controller differential-dynamic-programming

Created 2017-11-17

40 commits to master branch, last one 5 years ago

returnn rwth-i6

130

349

other

30

The RWTH extensible training framework for universal recurrent neural networks

gpu theano tensorflow deep-learning recurrent-neural-networks

Created 2016-06-14

11,453 commits to master branch, last one 9 days ago

BirdNET kahst

46

310

other

21

Soundscape analysis with BirdNET.

birds theano lasagne soundscape bioacoustics sound-processing

Created 2019-09-27

55 commits to master branch, last one 2 years ago

keras-resnet broadinstitute

128

300

other

10

Keras package for deep residual networks

keras theano tensorflow deep-learning

Created 2017-04-21

124 commits to master branch, last one 5 years ago

twitter-sent-dnn xiaohan2012

90

275

mit

18

Deep Neural Network for Sentiment Analysis on Twitter

theano twitter sentiment-analysis deep-neural-networks

Created 2015-01-13

116 commits to master branch, last one 6 years ago

keras-gp alshedivat

54

244

mit

11

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

keras theano tensorflow neural-networks machine-learning gaussian-processes

Created 2016-09-30

67 commits to master branch, last one 3 years ago

Handwritten-Digit-Recognition-using-Deep-Learning anujdutt9

126

209

mit

23

Handwritten Digit Recognition using Machine Learning and Deep Learning

knn keras theano svm-model python-3-5 tensorflow deep-learning random-forest classification machine-learning mnist-classification convolutional-neural-networks handwritten-digit-recognition

Created 2017-01-01

175 commits to main branch, last one about a year ago

TrojanNN PurduePAML

39

180

unknown

9

Trojan Attack on Neural Network

caffe python theano trojan machine-learning

Created 2017-11-29

70 commits to master branch, last one 2 years ago

HumanBehaviorBKU dolongbien

57

155

unknown

9

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

c3d caffe keras theano ranking-loss deep-learning human-behavior c3d-intel-caffe anomaly-detection django-application road-accident-dataset road-accident-detection 3d-convolutional-network human-activity-recognition multiple-instance-learning abnormal-behavior-detection

Created 2019-01-08

150 commits to master branch, last one 4 years ago

gans_paper_collection shawnyuen

28

134

unknown

19

This repository has no description...

gans cgans keras torch theano pytorch tensorflow tensorlayer deep-learning medical-imaging medical-image-analysis generative-adversarial-network

Created 2017-02-26

127 commits to master branch, last one about a year ago