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192 search results found

Deepo ⭐ 6,312

Setup and customize deep learning environment in seconds.

Alphazero_gomoku ⭐ 2,427

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

Practical_dl ⭐ 1,473

DL course co-developed by YSDA, HSE and Skoltech

Ganotebooks ⭐ 1,335

wgan, wgan2(improved, gp), infogan, and dcgan implementation in lasagne, keras, pytorch

Repo 2017 ⭐ 1,146

Python codes in Machine Learning, NLP, Deep Learning and Reinforcement Learning with Keras and Theano

Deep_q_rl ⭐ 1,030

Theano-based implementation of Deep Q-learning

Nolearn ⭐ 939

Combines the ease of use of scikit-learn with the power of Theano/Lasagne

Recipes ⭐ 848

Lasagne recipes: examples, IPython notebooks, ...

TensorFlow implementation of Independently Recurrent Neural Networks

Deepalignmentnetwork ⭐ 452

A deep neural network for face alignment

Capsnet ⭐ 422

CapsNet (Capsules Net) in Geoffrey E Hinton paper "Dynamic Routing Between Capsules" - State Of the Art

Pynq Classification ⭐ 369

Python on Zynq FPGA for Convolutional Neural Networks

3D/Volumetric Convolutional Neural Networks with Theano+Lasagne

Tensorlayer Tricks ⭐ 351

How to use TensorLayer

Weightnorm ⭐ 341

Example code for Weight Normalization, from "Weight Normalization: A Simple Reparameterization to Accelerate Training of Deep Neural Networks"

Prog_gans_pytorch_inference ⭐ 312

PyTorch inference for "Progressive Growing of GANs" with CelebA snapshot

Snn_toolbox ⭐ 293

Toolbox for converting analog to spiking neural networks (ANN to SNN), and running them in a spiking neuron simulator.

Agentnet ⭐ 293

Deep Reinforcement Learning library for humans

Ntm Lasagne ⭐ 292

Neural Turing Machines library in Theano with Lasagne

Deepsurv ⭐ 262

DeepSurv is a deep learning approach to survival analysis.

Birdnet ⭐ 258

Soundscape analysis with BirdNET.

Dl_tutorial ⭐ 243

Tutorials for deep learning

Spoken Language Identification ⭐ 216

Spoken language identification with deep learning

Lasagne Draw ⭐ 194

Implementation of the DRAW network in lasagne

Ga Reader ⭐ 178

Gated Attention Reader for Text Comprehension

Transformer_network ⭐ 177

Spatial Transformer network

Saliency 2016 Cvpr ⭐ 172

Shallow and Deep Convolutional Networks for Saliency Prediction

Pixelcnn ⭐ 169

Theano reimplementation of pixelCNN architecture

Convolutional_autoencoder ⭐ 169

Code for a convolutional autoencoder written on python, theano, lasagne, nolearn

Twitch Plays Lsd Neural Net ⭐ 169

Kaggle_diabetic_retinopathy ⭐ 160

Fifth place solution of the Kaggle Diabetic Retinopathy competition.

Kaggle Rain ⭐ 157

Winning solution to the Kaggle competition - How Much Did It Rain? II

Recurrent Spatial Transformer Code ⭐ 152

Code for Recurrent Spatial Transformer Networks

Mariana ⭐ 151

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

Pydata2015 ⭐ 150

Dynamiccnn ⭐ 145

Dynamic Convolutional Neural Networks for Theano/Lasagne

Advanced Machine Learning With Python ⭐ 136

Code repository for Advanced Machine Learning with Python, published by Packt

Siamese_net ⭐ 126

This package shows how to train a siamese network using Lasagne and Theano and includes network definitions for state-of-the-art networks including: DeepID, DeepID2, Chopra et. al, and Hani et. al. We also include one pre-trained model using a custom convolutional network.

Tensornet ⭐ 125

Next Utterance Classification

Lasagne_residual_network ⭐ 118

Recreating the Deep Residual Network in Lasagne

Deep Svdd ⭐ 116

Repository for the Deep One-Class Classification ICML 2018 paper

Ai_writer ⭐ 115

AI Writer for Machine Learning for Hackers #8

Option_critic ⭐ 114

Implementation of the Option-Critic Architecture on the Atari (ALE) environment

Repo 2016 ⭐ 105

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

Audio_style_tranfer ⭐ 104

Deep_draw ⭐ 103

Convolution neural network... for draw video poker. Perhaps, we learn something useful for other poker, too.

Dl Course ⭐ 102

DL Course Materials

Spatial_gan ⭐ 97

Spatial Generative Adversarial Networks

Deep Learning Python ⭐ 96

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

Periodic Spatial Generative Adversarial Networks

Caffe Theano Conversion ⭐ 89

Lasagne4bio ⭐ 88

Bayesian dessert for Lasagne

Kaggle Avito ⭐ 83

https://www.kaggle.com/c/avito-context-ad-clicks/f

Video2gif_code ⭐ 77

Video2GIF neural network model from our paper at CVPR2016

Rnn_benchmarks ⭐ 73

RNN benchmarks of pytorch, tensorflow and theano

Autohackingusb ⭐ 68

Automatically hacking usb stick (gets passwords + keylogger)

A deep generative model library in Theano and Lasagne

Indrnn_theano_lasagne ⭐ 57

This code is to implement the IndRNN.

Brats2017 ⭐ 55

A smoother activation function (undergrad code)

Lasagne Tutorial ⭐ 53

Adding an ipynb tutorial to Lasagne

Feel The Kern ⭐ 52

Generating proportional fonts with deep learning

Play_nsfw ⭐ 48

play yahoo's Open NSFW

Cross Lingual_ner ⭐ 48

Neural Cross-Lingual Named Entity Recognition with Minimal Resources

This is the code&dataset for the paper [Hierarchical Memory Networks for Answer Selection on Unknown Words. COLING 2016]

Gogh Figure ⭐ 45

Fast, Lightweight Style Transfer using Deep Learning

Capsnet Pytorch ⭐ 44

Pytorch version of Hinton's Capsule Theory paper: Dynamic Routing Between Capsules

Acousticeventdetection ⭐ 43

Source code complementing our paper for acoustic event classification using convolutional neural networks.

Quick Neural Art Transfer ⭐ 43

Theano/Lasagne based Neural artistic style transfer with Kivy GUI

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

more composable than other neural network libraries

Adversarial Autoencoder ⭐ 40

A Lasagne and Theano implementation of the paper Alireza Makhzani, Jonathon Shlens, Navdeep Jaitly, and Ian Goodfellow.

Ghiaseddin ⭐ 36

Author's implementation of the paper "Deep Relative Attributes" (ACCV 2016)

Additional files for the Otto Group Challenge hosted by Kaggle

Word2vec ⭐ 35

An implementation of Mikolov's word2vec in Python using Theano and Lasagne.

2d And 3d Deep Autoencoder ⭐ 34

Convolutional AutoEncoder application on MRI images

Iris Python ⭐ 34

Collection of iris classifcation program for teaching purpose

Q Optimality Tightening ⭐ 34

This is my implementation of the Optimality Tightening

Multimodalsr ⭐ 34

Multimodal speech recognition using lipreading (with CNNs) and audio (using LSTMs). Sensor fusion is done with an attention network.

Reasoning_attention ⭐ 34

Unofficial implementation algorithms of attention models on SNLI dataset

Nervana_theano ⭐ 34

A rudimentary wrapper around the fast Maxwell kernels for GEMM and convolution operations provided by nervanagpu

A2oc_delib ⭐ 30

A3C style Option-Critic with deliberation cost

Variational Dropout ⭐ 29

Replication of the paper "Variational Dropout and the Local Reparameterization Trick" using Lasagne.

Shallowneuraldecisionforest ⭐ 29

Implementation of Deep Neural Decision Forest based on MSR paper

Adda_mnist64 ⭐ 28

Adversarial Discriminative Domain Adaptation with MNIST 64x64 in Lasagne-Theano

Fully convolutional neural networks for protein residue-residue contact prediction

CB513 results (world record)

Ismir2015 ⭐ 27

CNN-based singing voice detection experiments

Birdclef2017 ⭐ 27

Source code of the TUCMI submission to BirdCLEF2017

Rnn_reader ⭐ 26

Implementation of "Teaching Machines to Read and Comprehend" in Theano/Lasagne

Softkmeans ⭐ 26

Implementation of Deep Soft-K means

on se la joue artiste parce que la vie c'est compliqué gros

Neural Fingerprint Theano ⭐ 25

Visual Convolutional Neural Graph Fingerprints in Theano/Lasagne

Image2text ⭐ 24

A deep learning project to tell a story with an image or a video.

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