148 Open Source Theano Software Projects
Free and open source theano code projects including engines, APIs, generators, and tools.
Data Science Ipython Notebooks 22374 ⭐
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.
Pymc3 6302 ⭐
Probabilistic Programming in Python: Bayesian Modeling and Probabilistic Machine Learning with Aesara
Alphazero_gomoku 2592 ⭐
An implementation of the AlphaZero algorithm for Gomoku (also called Gobang or Five in a Row)
Machine Learning Curriculum 819 ⭐
:computer: Learn to make machines learn so that you don't have to struggle to program them; The ultimate list
Cnngesturerecognizer 835 ⭐
Gesture recognition via CNN. Implemented in Keras + Tensorflow/Theano + OpenCV
Punctuator2 560 ⭐
A bidirectional recurrent neural network model with attention mechanism for restoring missing punctuation in unsegmented text
Zhourunlai Learning 327 ⭐
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.
Dynamic Memory Networks In Theano 332 ⭐
Implementation of Dynamic memory networks by Kumar et al. http://arxiv.org/abs/1506.07285
Gempy 583 ⭐
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.
Personality Detection 381 ⭐
Implementation of a hierarchical CNN based model to detect Big Five personality traits
Deep_srl 320 ⭐
Code and pre-trained model for: Deep Semantic Role Labeling: What Works and What's Next
Rnn_ctc 220 ⭐
Recurrent Neural Network and Long Short Term Memory (LSTM) with Connectionist Temporal Classification implemented in Theano. Includes a Toy training example.
Livianet 153 ⭐
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"
Nmtpy 125 ⭐
nmtpy is a Python framework based on dl4mt-tutorial to experiment with Neural Machine Translation pipelines.
Handwritten Digit Recognition Using Deep Learning 137 ⭐
Handwritten Digit Recognition using Machine Learning and Deep Learning
Hyperdensenet 132 ⭐
This repository contains the code of HyperDenseNet, a hyper-densely connected CNN to segment medical images in multi-modal image scenarios.
Aetros Cli 112 ⭐
AETROS CLI + SDK. Command line application to manage/monitor machine learning training in AETROS Trainer
Large Batch Training 119 ⭐
Code to reproduce some of the figures in the paper "On Large-Batch Training for Deep Learning: Generalization Gap and Sharp Minima"
Repo 2016 105 ⭐
R, Python and Mathematica Codes in Machine Learning, Deep Learning, Artificial Intelligence, NLP and Geolocation
Supervisedchrometrex 102 ⭐
In this project I will try to train Chrome's Trex/Dino character to learn to play by looking my gameplay (Supervised).
Deep Learning Python 96 ⭐
Intro to Deep Learning, including recurrent, convolution, and feed forward neural networks.
Mlatimperial2017 73 ⭐
Materials for the course of machine learning at Imperial College organized by Yandex SDA
Email Summarization 77 ⭐
A module for E-mail Summarization which uses clustering of skip-thought sentence embeddings.
Improving Rnn Recommendation Model 52 ⭐
Applied weight tying technique to RNN based recommendation model. Implemented with Tensorflow and Keras.
Aiopen 71 ⭐
Basic_nns_in_frameworks 59 ⭐
several basic neural networks[mlp, autoencoder, CNNs, recurrentNN, recursiveNN] implements under several NN frameworks[ tensorflow, pytorch, theano, keras]
Morphologicalpriorsforwordembeddings 53 ⭐
Code for EMNLP 2016 paper: Morphological Priors for Probabilistic Word Embeddings
Semidensenet 52 ⭐
Repository containing the code of one of the networks that we employed in the iSEG Grand MICCAI Challenge 2017, infant brain segmentation.
Humanbehaviorbku 92 ⭐
Abnormal Human Behaviors Detection/ Road Accident Detection From Surveillance Videos/ Real-World Anomaly Detection in Surveillance Videos/ C3D Feature Extraction
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 47 ⭐
We provide GPU-enabled docker images including Keras, TensorFlow, CNTK, MXNET and Theano.
Ragavvenkatesan Yann 42 ⭐
This toolbox is support material for the book on CNN (http://www.convolution.network).
Symbolic Pymc 52 ⭐
Tools for the symbolic manipulation of PyMC models, Theano, and TensorFlow graphs.
Reuters 21578 Classification 44 ⭐
Text classification with Reuters-21578 datasets using Gensim Word2Vec and Keras LSTM
Theano Recurrence 40 ⭐
Recurrent Neural Networks (RNN, GRU, LSTM) and their Bidirectional versions (BiRNN, BiGRU, BiLSTM) for word & character level language modelling in Theano
Deep Learning On Image Denoising An Overview 64 ⭐
Deep Learning on Image Denoising: An overview (Neural Networks, 2020)
Real Time Ml Project 211 ⭐
A curated list of applied machine learning and data science notebooks and libraries across different industries.
Rasor 33 ⭐
Author implementation of "Learning Recurrent Span Representations for Extractive Question Answering" (Lee et al. 2016)
Theano Kaldi Rnn 32 ⭐
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.