Top 101 theano open source projects

GemPy is an open-source, Python-based 3-D structural geological modeling software, which allows the implicit (i.e. automatic) creation of complex geological models from interface and orientation data. It also offers support for stochastic modeling to adress parameter and model uncertainties.

✭ 396

python theano modeling bayesian interpolation geoscience

Lasagne

Lightweight library to build and train neural networks in Theano

✭ 3,800

python neural-networks theano deep-learning-library

Draw

Reimplementation of DRAW

✭ 346

python jupyter-notebook machine-learning-algorithms theano

Personality Detection

Implementation of a hierarchical CNN based model to detect Big Five personality traits

✭ 338

python machine-learning convolutional-neural-networks cnn lstm sentiment-analysis theano lstm-neural-networks cnn-keras

Dynamic Memory Networks In Theano

Implementation of Dynamic memory networks by Kumar et al. http://arxiv.org/abs/1506.07285

✭ 334

python deep-learning natural-language-processing theano

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.

✭ 330

jupyter-notebook deep-learning tensorflow keras caffe theano

Theano lstm

🔬 Nano size Theano LSTM module

✭ 310

python machine-learning tutorial neural-network lstm theano automatic-differentiation gru dropout

Deep srl

Code and pre-trained model for: Deep Semantic Role Labeling: What Works and What's Next

✭ 309

python deep-learning nlp lstm theano tagging

Agentnet

Deep Reinforcement Learning library for humans

✭ 298

python deep-learning framework reinforcement-learning deep-neural-networks theano binder lasagne

Returnn

The RWTH extensible training framework for universal recurrent neural networks

✭ 290

python deep-learning tensorflow gpu recurrent-neural-networks theano

Twitter Sent Dnn

Deep Neural Network for Sentiment Analysis on Twitter

✭ 270

python deep-neural-networks twitter sentiment-analysis theano

Deep Learning Keras Tensorflow

Introduction to Deep Neural Networks with Keras and Tensorflow

✭ 2,868

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

Keras Vis

Neural network visualization toolkit for keras

✭ 2,900

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

Keras Resnet

Keras package for deep residual networks

✭ 257

python deep-learning tensorflow keras theano

neuralnets-semantics

Word semantics Deep Learning with Vanilla Python, Keras, Theano, TensorFlow, PyTorch

✭ 15

Jupyter Notebook python theano sentiment-analysis word-embeddings keras neuralnets-semantics

conx

The On-Ramp to Deep Learning

✭ 93

python Jupyter Notebook theano deep-learning neural-network cntk tensorflow keras

reweighted-ws

Implementation of the reweighted wake-sleep machine learning algorithm

✭ 39

python Jupyter Notebook shell theano machine-learning-algorithms

SymJAX

Documentation:

✭ 103

python deep-neural-networks lasagne theano deep-learning tensorflow numpy dataset jax

wildflower-finder

Image classification of wildflowers using deep residual learning and convolutional neural nets

✭ 25

python theano deep-learning cnn image-classification gps-location deep-networks cnn-keras resnet-50 plant-identification

Improved-Wasserstein-GAN-application-on-MRI-images

Improved Wasserstein GAN (WGAN-GP) application on medical (MRI) images

✭ 23

python lasagne theano deep-learning medical-imaging generative-adversarial-network mri-images unsupervised-learning medical-images neuralnetwork wgan wasserstein-gan wgan-gp improved-wgan gan-lasagne

DockerKeras

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

✭ 49

Dockerfile shell theano deep-learning mxnet cntk tensorflow keras deep-learning-docker docker-gpu

STORN-keras

This is a STORN (Stochastical Recurrent Neural Network) implementation for keras!

✭ 23

python machine-learning deep-neural-networks theano deep-learning tensorflow keras recurrent-neural-networks stochastic

Reuters-21578-Classification

Text classification with Reuters-21578 datasets using Gensim Word2Vec and Keras LSTM

✭ 44

Jupyter Notebook nlp theano text-classification tensorflow keras lstm nltk gensim-word2vec

theano-recurrence

Recurrent Neural Networks (RNN, GRU, LSTM) and their Bidirectional versions (BiRNN, BiGRU, BiLSTM) for word & character level language modelling in Theano

✭ 40

python theano language-modeling lstm gru rnn bidirectional-rnn bidirectional-gru bidirectional-lstm

DeepLearningCode

深度学习相关代码

✭ 21

OpenEdge ABL python theano deep-learning keras keras-models keras-neural-networks

sequence-rnn-py

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

✭ 28

python theano keras recurrent-neural-networks lstm rnn

nicMSlesions

Easy multiple sclerosis white matter lesion segmentation using convolutional deep neural networks.