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The Top 274 Theano Open Source Projects on Github
Categories
>
Mathematics
>
Theano
Data Science Ipython Notebooks
⭐
21,061
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.
Tutorials
⭐
8,562
机器学习相关教程
Deepo
⭐
6,010
Set up deep learning environment in a single command line.
Notes Python
⭐
5,991
中文 Python 笔记
Keras Rl
⭐
5,037
Deep Reinforcement Learning for Keras.
Practical_rl
⭐
4,631
A course in reinforcement learning in the wild
Lasagne
⭐
3,776
Lightweight library to build and train neural networks in Theano
Deep Learning Keras Tensorflow
⭐
2,822
Introduction to Deep Neural Networks with Keras and Tensorflow
Keras Vis
⭐
2,592
Neural network visualization toolkit for keras
Deepjazz
⭐
2,583
Deep learning driven jazz generation using Keras & Theano!
Alphazero_gomoku
⭐
2,427
An implementation of the AlphaZero algorithm for Gomoku (also called Gobang or Five in a Row)
Keras Contrib
⭐
1,519
Keras community contributions
Merlin
⭐
1,189
This is now the official location of the Merlin project.
Practical_dl
⭐
1,069
DL course co-developed by YSDA, HSE and Skoltech
Cnngesturerecognizer
⭐
811
Gesture recognition via CNN. Implemented in Keras + Tensorflow/Theano + OpenCV
Bert Keras
⭐
802
Keras implementation of BERT with pre-trained weights
Parrot
⭐
582
RNN-based generative models for speech.
Punctuator2
⭐
532
A bidirectional recurrent neural network model with attention mechanism for restoring missing punctuation in unsegmented text
Gempy
⭐
528
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.
Dlwin
⭐
524
GPU-accelerated Deep Learning on Windows 10 native
Nmt Keras
⭐
514
Neural Machine Translation with Keras
Keras Rcnn
⭐
496
Keras package for region-based convolutional neural networks (RCNNs)
Deepalignmentnetwork
⭐
452
A deep neural network for face alignment
Keras Text
⭐
417
Text Classification Library in Keras
Deepconvsep
⭐
397
Deep Convolutional Neural Networks for Musical Source Separation
Draw
⭐
346
Reimplementation of DRAW
Dynamic Memory Networks In Theano
⭐
332
Implementation of Dynamic memory networks by Kumar et al. http://arxiv.org/abs/1506.07285
Learning
⭐
331
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.
Aesara
⭐
319
Aesara is a Python library that allows one to define, optimize, and efficiently evaluate mathematical expressions involving multi-dimensional arrays.
Theano_lstm
⭐
309
🔬 Nano size Theano LSTM module
Returnn
⭐
305
The RWTH extensible training framework for universal recurrent neural networks
Agentnet
⭐
293
Deep Reinforcement Learning library for humans
Deep_srl
⭐
275
Code and pre-trained model for: Deep Semantic Role Labeling: What Works and What's Next
Keras Resnet
⭐
273
Keras package for deep residual networks
Personality Detection
⭐
273
Implementation of a hierarchical CNN based model to detect Big Five personality traits
Twitter Sent Dnn
⭐
263
Deep Neural Network for Sentiment Analysis on Twitter
Keras Gp
⭐
219
Keras + Gaussian Processes: Learning scalable deep and recurrent kernels.
Rnn_ctc
⭐
216
Recurrent Neural Network and Long Short Term Memory (LSTM) with Connectionist Temporal Classification implemented in Theano. Includes a Toy training example.
Cnn Text Classification Keras
⭐
204
Text Classification by Convolutional Neural Network in Keras
Opt Mmd
⭐
182
Learning kernels to maximize the power of MMD tests
Sca Cnn.cvpr17
⭐
178
Image Captions Generation with Spatial and Channel-wise Attention
Pixelcnn
⭐
169
Theano reimplementation of pixelCNN architecture
Neuralnets
⭐
159
Deep Learning libraries tested on images and time series
Mariana
⭐
151
The Cutest Deep Learning Framework which is also a wonderful Declarative Language
Livianet
⭐
133
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"
Handwritten Digit Recognition Using Deep Learning
⭐
130
Handwritten Digit Recognition using Machine Learning and Deep Learning
Nmtpy
⭐
128
nmtpy is a Python framework based on dl4mt-tutorial to experiment with Neural Machine Translation pipelines.
Ganspapercollection
⭐
120
Deep Svdd
⭐
116
Repository for the Deep One-Class Classification ICML 2018 paper
Ilqr
⭐
116
Iterative Linear Quadratic Regulator with auto-differentiatiable dynamics models
Aetros Cli
⭐
112
AETROS CLI + SDK. Command line application to manage/monitor machine learning training in AETROS Trainer
Hyperdensenet
⭐
106
This repository contains the code of HyperDenseNet, a hyper-densely connected CNN to segment medical images in multi-modal image scenarios.
Repo 2016
⭐
105
R, Python and Mathematica Codes in Machine Learning, Deep Learning, Artificial Intelligence, NLP and Geolocation
Alexnet Experiments Keras
⭐
101
Code examples for training AlexNet using Keras and Theano
Supervisedchrometrex
⭐
99
In this project I will try to train Chrome's Trex/Dino character to learn to play by looking my gameplay (Supervised).
Spatial_gan
⭐
97
Spatial Generative Adversarial Networks
Trojannn
⭐
96
Trojan Attack on Neural Network
Psgan
⭐
95
Periodic Spatial Generative Adversarial Networks
Large Batch Training
⭐
95
Code to reproduce some of the figures in the paper "On Large-Batch Training for Deep Learning: Generalization Gap and Sharp Minima"
Deep Learning Python
⭐
91
Intro to Deep Learning, including recurrent, convolution, and feed forward neural networks.
Symjax
⭐
90
Documentation:
Nmt
⭐
89
Attention-based NMT with Coverage, Context Gate, and Reconstruction
Factorization Machine For Prediction
⭐
88
Factorization Machine for regression and classification
Gelato
⭐
85
Bayesian dessert for Lasagne
Conx
⭐
80
The On-Ramp to Deep Learning
Humanbehaviorbku
⭐
77
Abnormal Human Behaviors Detection/ Road Accident Detection From Surveillance Videos/ Real-World Anomaly Detection in Surveillance Videos/ C3D Feature Extraction
Daps
⭐
75
This repo allocate DAPs code of our ECCV 2016 publication
Email Summarization
⭐
74
A module for E-mail Summarization which uses clustering of skip-thought sentence embeddings.
Rnn_benchmarks
⭐
73
RNN benchmarks of pytorch, tensorflow and theano
Mlatimperial2017
⭐
70
Materials for the course of machine learning at Imperial College organized by Yandex SDA
Tars
⭐
59
A deep generative model library in Theano and Lasagne
Indrnn_theano_lasagne
⭐
57
This code is to implement the IndRNN.
Abivirnet
⭐
56
Attention Bidirectional Video Recurrent Net
Theano Mpi
⭐
55
MPI Parallel framework for training deep learning models built in Theano
Deep Learning On Image Denoising An Overview
⭐
53
Deep Learning on Image Denoising: An overview (Neural Networks, 2020)
Aiopen
⭐
52
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。
Feel The Kern
⭐
52
Generating proportional fonts with deep learning
Birdnet
⭐
51
Soundscape analysis with BirdNET.
Improving Rnn Recommendation Model
⭐
51
Applied weight tying technique to RNN based recommendation model. Implemented with Tensorflow and Keras.
Morphologicalpriorsforwordembeddings
⭐
51
Code for EMNLP 2016 paper: Morphological Priors for Probabilistic Word Embeddings
Basic_nns_in_frameworks
⭐
50
several basic neural networks[mlp, autoencoder, CNNs, recurrentNN, recursiveNN] implements under several NN frameworks[ tensorflow, pytorch, theano, keras]
Semidensenet
⭐
48
Repository containing the code of one of the networks that we employed in the iSEG Grand MICCAI Challenge 2017, infant brain segmentation.
Gogh Figure
⭐
45
Fast, Lightweight Style Transfer using Deep Learning
Sgnmt
⭐
44
Decoding platform for machine translation research
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]
Reweighted Ws
⭐
43
Implementation of the reweighted wake-sleep machine learning algorithm
Yann
⭐
42
This toolbox is support material for the book on CNN (http://www.convolution.network).
Dockerkeras
⭐
41
We provide GPU-enabled docker images including Keras, TensorFlow, CNTK, MXNET and Theano.
Symbolic Pymc
⭐
40
Tools for the symbolic manipulation of PyMC models, Theano, and TensorFlow graphs.
Bihm
⭐
38
Bidirectional Helmholtz Machines
Reuters 21578 Classification
⭐
37
Text classification with Reuters-21578 datasets using Gensim Word2Vec and Keras LSTM
Theano Recurrence
⭐
35
Recurrent Neural Networks (RNN, GRU, LSTM) and their Bidirectional versions (BiRNN, BiGRU, BiLSTM) for word & character level language modelling in Theano
Iris Python
⭐
34
Collection of iris classifcation program for teaching purpose
2d And 3d Deep Autoencoder
⭐
34
Convolutional AutoEncoder application on MRI images
Rnn Theano
⭐
31
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
Rasor
⭐
31
Author implementation of "Learning Recurrent Span Representations for Extractive Question Answering" (Lee et al. 2016)
Pyipm
⭐
29
An interior-point method written in python for solving constrained and unconstrained nonlinear optimization problems.
Theano Kaldi Rnn
⭐
29
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.
Vnmt
⭐
28
Source code for variational neural machine translation
Adda_mnist64
⭐
28
Adversarial Discriminative Domain Adaptation with MNIST 64x64 in Lasagne-Theano
1-100 of 274 projects
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Advertising
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All Projects
Application Programming Interfaces
📦 120
Applications
📦 181
Artificial Intelligence
📦 72
Blockchain
📦 70
Build Tools
📦 111
Cloud Computing
📦 79
Code Quality
📦 28
Collaboration
📦 30
Command Line Interface
📦 48
Community
📦 81
Companies
📦 60
Compilers
📦 60
Computer Science
📦 74
Configuration Management
📦 39
Content Management
📦 167
Control Flow
📦 197
Data Formats
📦 77
Data Processing
📦 266
Data Storage
📦 132
Economics
📦 60
Frameworks
📦 198
Games
📦 122
Graphics
📦 103
Hardware
📦 148
Integrated Development Environments
📦 47
Learning Resources
📦 147
Legal
📦 28
Libraries
📦 119
Lists Of Projects
📦 21
Machine Learning
📦 336
Mapping
📦 61
Marketing
📦 15
Mathematics
📦 55
Media
📦 228
Messaging
📦 97
Networking
📦 304
Operating Systems
📦 84
Operations
📦 120
Package Managers
📦 52
Programming Languages
📦 229
Runtime Environments
📦 96
Science
📦 42
Security
📦 375
Social Media
📦 26
Software Architecture
📦 70
Software Development
📦 68
Software Performance
📦 57
Software Quality
📦 127
Text Editors
📦 45
Text Processing
📦 131
User Interface
📦 310
User Interface Components
📦 465
Version Control
📦 29
Virtualization
📦 68
Web Browsers
📦 38
Web Servers
📦 25
Web User Interface
📦 194
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