Top 101 theano open source projects

Deep learning driven jazz generation using Keras & Theano!

✭ 2,766

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

Recurrent Neural Network and Long Short Term Memory (LSTM) with Connectionist Temporal Classification implemented in Theano. Includes a Toy training example.

✭ 220

python deep-learning neural-network lstm ocr speech-recognition rnn recurrent-neural-networks speech-to-text captcha theano gru ctc

Keras Gp

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

✭ 218

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

Cnn Text Classification Keras

Text Classification by Convolutional Neural Network in Keras

✭ 213

python deep-learning tensorflow nlp keras cnn text-classification sentiment-analysis text-mining theano

Alphazero gomoku

An implementation of the AlphaZero algorithm for Gomoku (also called Gobang or Five in a Row)

✭ 2,570

python pytorch tensorflow reinforcement-learning theano rl lasagne board-game mcts gomoku monte-carlo-tree-search self-learning gobang alphago alphago-zero alphazero

Sca Cnn.cvpr17

Image Captions Generation with Spatial and Channel-wise Attention

✭ 198

python attention-mechanism resnet theano image-captioning coco cvpr-2017

Opt Mmd

Learning kernels to maximize the power of MMD tests

✭ 181

python machine-learning tensorflow generative-adversarial-network theano

Pixelcnn

Theano reimplementation of pixelCNN architecture

✭ 170

python deep-learning theano image-generation

Neuralnets

Deep Learning libraries tested on images and time series

✭ 163

jupyter-notebook tensorflow keras theano

Deep Svdd

Repository for the Deep One-Class Classification ICML 2018 paper

✭ 159

python deep-learning machine-learning anomaly-detection theano

Mariana

The Cutest Deep Learning Framework which is also a wonderful Declarative Language

✭ 151

javascript python deep-learning machine-learning data-science artificial-intelligence deep-neural-networks deeplearning machine-learning-algorithms machinelearning theano artificial-neural-networks deep-learning-algorithms

Aesara

Aesara is a fork of the Theano library that is maintained by the PyMC developers. It was previously named Theano-PyMC.

✭ 145

python theano transpiler automatic-differentiation tensors

Livianet

This repository contains the code of LiviaNET, a 3D fully convolutional neural network that was employed in our work: "3D fully convolutional networks for subcortical segmentation in MRI: A large-scale study"

✭ 143

python deep-learning deep-neural-networks convolutional-neural-networks neural-networks cnn medical-imaging image-segmentation theano convolutional-networks deep-learning-algorithms neuroimaging

Real Time Ml Project

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

✭ 143

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

Ilqr

Iterative Linear Quadratic Regulator with auto-differentiatiable dynamics models

✭ 141

python theano control-systems

Ganspapercollection

✭ 130

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

Nmtpy

nmtpy is a Python framework based on dl4mt-tutorial to experiment with Neural Machine Translation pipelines.

✭ 127

python deep-learning theano neural-machine-translation nmt

Handwritten Digit Recognition Using Deep Learning

Handwritten Digit Recognition using Machine Learning and Deep Learning

✭ 127

python deep-learning machine-learning tensorflow keras convolutional-neural-networks classification theano random-forest

Hyperdensenet

This repository contains the code of HyperDenseNet, a hyper-densely connected CNN to segment medical images in multi-modal image scenarios.

✭ 124

python deep-learning deep-neural-networks convolutional-neural-networks neural-networks cnn segmentation image-segmentation theano densenet deep-learning-algorithms fcn

Trojannn

Trojan Attack on Neural Network

✭ 119

python machine-learning caffe theano trojan

Keras Contrib

Keras community contributions

✭ 1,532

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

Aetros Cli

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

✭ 111

python deep-learning machine-learning tensorflow theano

Alexnet Experiments Keras

Code examples for training AlexNet using Keras and Theano

✭ 109

jupyter-notebook deep-learning keras convolutional-neural-networks theano feature-extraction

Psgan

Periodic Spatial Generative Adversarial Networks

✭ 108

python jupyter-notebook machine-learning gan generative-model theano dcgan generative-adversarial-networks lasagne

Repo 2016

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

✭ 103

python python3 deep-learning nlp keras natural-language-processing rstats lstm face-recognition word2vec timeseries nlp-machine-learning autoencoder theano lstm-neural-networks time-series-analysis lasagne

Deep Learning Python

Intro to Deep Learning, including recurrent, convolution, and feed forward neural networks.

✭ 94

python jupyter-notebook deep-learning deep-neural-networks theano curriculum lasagne

Tutorials

机器学习相关教程

✭ 9,616

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

Daps

This repo allocate DAPs code of our ECCV 2016 publication

✭ 74

python python27 computer-vision video theano action-recognition

Mlatimperial2017

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

✭ 71

jupyter-notebook deep-learning machine-learning keras scikit-learn theano sklearn practice yandex

Merlin

This is now the official location of the Merlin project.

✭ 1,168

python deep-learning tensorflow keras text-to-speech speech-synthesis theano

Aiopen

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，项目致力于跟踪目前人工智能（AI）的深度学习（DL）开源项目，并尽可能地罗列目前的开源项目，同时加入了一些曾经研究过的代码。通过这些开源项目，使初次接触AI的人们对人工智能（深度学习）有更清晰和更全面的了解。

✭ 62

jupyter-notebook deep-learning docker tensorflow kubernetes keras ai gpu lstm theano blockchain-technology

Tars

A deep generative model library in Theano and Lasagne

✭ 61

python deep-learning generative-model theano lasagne

Feel The Kern

Generating proportional fonts with deep learning

✭ 59

python deep-learning machine-learning convolutional-neural-networks theano lasagne

Basic nns in frameworks

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

✭ 58

python pytorch tensorflow keras autoencoder theano

Yann

This toolbox is support material for the book on CNN (http://www.convolution.network).

✭ 41

jupyter-notebook neural-network convolutional-neural-networks neural-networks cnn generative-adversarial-network theano convolution

Practical dl

DL course co-developed by YSDA, HSE and Skoltech

✭ 1,006

jupyter-notebook deep-learning course theano course-materials lasagne

Iris Python

Collection of iris classifcation program for teaching purpose

✭ 33

python machine-learning theano lasagne

Rnn Theano

使用Theano实现的一些RNN代码，包括最基本的RNN，LSTM，以及部分Attention模型，如论文MLSTM等

✭ 31

python cnn lstm classification rnn theano intent

Theano Kaldi Rnn

THEANO-KALDI-RNNs is a project implementing various Recurrent Neural Networks (RNNs) for RNN-HMM speech recognition. The Theano Code is coupled with the Kaldi decoder.

✭ 31

perl deep-learning deep-neural-networks rnn recurrent-neural-networks theano kaldi gru

Theano Roi Align

An implementation of the RoiAlign operation for Theano

✭ 11

deep-learning computer-vision cuda theano

Theano Xnor Net

Theano implementation of XNOR-Net

✭ 23

python theano mnist cifar10 lasagne

Deep Learning Vm

Sets up a VM with Keras, TensorFlow, TFLearn and Theano installed

✭ 23

jupyter-notebook deep-learning tensorflow keras vagrant mxnet virtualbox vm theano

Csc deeplearning

3-day dive into deep learning at csc

✭ 22

jupyter-notebook deep-neural-networks course workshop theano binder school lasagne

Rnn Rbm In Theano

An implementation of RNN-RBM & GBRBM.

✭ 6

python machine-learning rnn network-analysis theano

Bert Keras

Keras implementation of BERT with pre-trained weights

✭ 820

python tensorflow nlp keras transformer transfer-learning pretrained-models theano

Cnngesturerecognizer

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

✭ 790

python machine-learning tensorflow keras theano

Machine Learning Curriculum

💻 Make machines learn so that you don't have to struggle to program them; The ultimate list

✭ 761

python deep-learning machine-learning pytorch tensorflow reinforcement-learning convolutional-neural-networks caffe guide recurrent-neural-networks course mxnet torch theano chainer curriculum

Deepo

Setup and customize deep learning environment in seconds.

✭ 6,145

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

Notes Python

中文 Python 笔记

✭ 6,127

Jupyter Notebook numpy matplotlib theano scipy anaconda

Parrot

RNN-based generative models for speech.

✭ 601

python deep-learning recurrent-neural-networks speech-synthesis theano

Keras Rl

Deep Reinforcement Learning for Keras.

✭ 5,166

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

Keras Rcnn

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

✭ 526

python deep-learning tensorflow object-detection image-segmentation theano

Dlwin

GPU-accelerated Deep Learning on Windows 10 native

✭ 523

python deep-learning tensorflow keras theano gpu-acceleration cudnn

Nmt Keras

Neural Machine Translation with Keras

✭ 501

python deep-learning machine-learning tensorflow keras transformer attention-mechanism theano machine-translation neural-machine-translation sequence-to-sequence attention-model gru nmt attention-is-all-you-need

Punctuator2

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

✭ 483

python demo recurrent-neural-networks attention theano

Deepalignmentnetwork

A deep neural network for face alignment

✭ 480

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

Practical rl

A course in reinforcement learning in the wild

✭ 4,741

Jupyter Notebook python hacktoberfest deep-learning pytorch tensorflow keras reinforcement-learning deep-reinforcement-learning theano mooc course-materials pytorch-tutorials lasagne git-course

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.

✭ 22,048

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

Deepconvsep

Deep Convolutional Neural Networks for Musical Source Separation

✭ 424

python deep-learning convolutional-neural-networks theano signal-processing data-augmentation data-generation

Keras Text

Text Classification Library in Keras

✭ 421

python deep-learning machine-learning tensorflow keras neural-network text-classification theano

1-60 of 101 theano projects

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