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97 search results found

Deepo ⭐ 6,312

Setup and customize deep learning environment in seconds.

Rnn Tutorial Rnnlm ⭐ 874

Recurrent Neural Network Tutorial, Part 2 - Implementing a RNN in Python and Theano

Tutorials ⭐ 415

Pynq Classification ⭐ 369

Python on Zynq FPGA for Convolutional Neural Networks

Reimplementation of DRAW

Deepsurv ⭐ 262

DeepSurv is a deep learning approach to survival analysis.

Dlpython_course ⭐ 237

Примеры для курса "Программирование глубоких нейронных сетей на Python"

Vqa_demo ⭐ 229

Visual Question Answering Demo on pretrained model

Transfer_learning_music ⭐ 204

Transfer learning for music classification and regression tasks

Convolutional_autoencoder ⭐ 169

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

Machine Learning for High Energy Physics.

Kaggle_diabetic_retinopathy ⭐ 160

Fifth place solution of the Kaggle Diabetic Retinopathy competition.

Neuralnets ⭐ 159

Deep Learning libraries tested on images and time series

Pydata2015 ⭐ 150

Deeplearning_keras2 ⭐ 150

Modification of fast.ai deep learning course notebooks for usage with Keras 2 and Python 3.

Machine Learning Notes ⭐ 130

机器学习笔记

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.

Humanbehaviorbku ⭐ 116

Abnormal Human Behaviors Detection/ Road Accident Detection From Surveillance Videos/ Real-World Anomaly Detection in Surveillance Videos/ C3D Feature Extraction

Bayareadlschool ⭐ 116

Slides and exercises for the Theano tutorial at the Deep Learning School in Stanford, September 24-25, 2016

Glmm In Python ⭐ 114

Generalized linear mixed-effect model in Python

Stockperformanceclassification ⭐ 113

Keras 1D CNN on Azure ML Workbench to classify 4 week stock performance based on text in public earnings statements

Alexnet Experiments Keras ⭐ 101

Code examples for training AlexNet using Keras and Theano

Periodic Spatial Generative Adversarial Networks

Deep Markov Models

Bayesian Cognitive Modeling In Pymc3 ⭐ 90

PyMC3 codes of Lee and Wagenmakers' Bayesian Cognitive Modeling - A Pratical Course

Factorization Machine For Prediction ⭐ 88

Factorization Machine for regression and classification

Deepocclusion ⭐ 82

Pug_classifier ⭐ 72

Deep Learning for Pugs

Mlatimperial2017 ⭐ 70

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

Keras_stft_layer ⭐ 58

Do STFT in Keras

Docker Keras Full ⭐ 54

Docker image: Deep learning environment with *Keras* and *Jupyter* using CPU or GPU

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

Banti_telugu_ocr ⭐ 43

End to end OCR system for Telugu. Based on 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).

Dl_mir_tutorial ⭐ 40

Deep Learning on Music Information Retrieval Tutorial

Pmml_pymcbn ⭐ 38

Adversarial_autoencoder ⭐ 37

Implementation of Adversarial Autoencoder with Theano

Lstm_han ⭐ 36

LSTM and Hierarchical Attention Network on DSVM

Pymc3_oslo ⭐ 34

Probabilistic programming in Python workshop at Oslo universitetssykehus HF

Independent component analysis

Pydata Carolinas 2016 ⭐ 31

📊 My tutorial for PyData Carolinas 2016

Road Segmentation ⭐ 31

Satellite image segmentation (extraction of roads from satellite images) through convolutional neural networks (CNNs).

Braindevel ⭐ 30

For my current research.

Neural Networks In Keras ⭐ 29

Equation Learner, a neural network approach to symbolic regression

Word2vec_theano ⭐ 26

The implementation of Word2Vec (SkipGram - and CBOW) models using theano and numpy

Deeplearningtopicmodels ⭐ 24

Topic Modelling using Restricted Boltzmann Machines

Compressed_sensing ⭐ 22

Enhancing Compressive Sensing with Neural Networks

Lstm Water Table Depth Prediction ⭐ 22

Theano implementation of our paper 'Developing a Long Short-Term Memory (LSTM) based Model for Predicting Water Table Depth in Agricultural Areas', Journal of Hydrology.

Masteringpython ⭐ 21

Build high performance, concurrent, and multi-threaded apps with Python using proven design patterns

Rnn_video_object_detection ⭐ 21

Deep Learning Vm ⭐ 21

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

Data Science Resources ⭐ 21

Csc_deeplearning ⭐ 21

3-day dive into deep learning at csc

Adversedrugreaction ⭐ 20

Docker Jupyter Keras Tools ⭐ 20

Dockerized version of Jupyter with installed Keras, TensorFlow, Theano, etc

Keras_deepdream ⭐ 20

Deepdream experiment implemented using Keras and VGG19 convnet

Intro To Neural Networks O Reilly Ai ⭐ 17

Introduction to Neural Networks with Keras, O'Reilly Artificial Intelligence Conference 2017, Tutorial

Mono Depth ⭐ 16

learning depth from a single image

Neuralnets Semantics ⭐ 16

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

Deep Learning Keras Euroscipy2016 ⭐ 15

Keras@EuroScipy2016

Neural Networks Workshop Materials Wimlds ⭐ 15

Materials for Neural Networks Workshop, January 21 2017, WiMLDS

Conditional RBM

Synopsys Project 2017 ⭐ 14

A deep learning based bioinformatics project on epigenetics in Type 2 Diabetes.

Keras Lstm Sentiment Classification ⭐ 14

Using Deep Learning Neural Networks to classify reviews of movie dataset to Positive and Negative Sentiment

Pytorch In Theano ⭐ 14

Run Pytorch graphs inside Theano graph (and pytorch wrapper for AIS for generative models).

Aws Summit 2017 Seoul ⭐ 13

Demo codes in our presentation about MXNet in AWS Seoul Summit 2017

Concarne ⭐ 13

Lightweight framework for learning with side information (aka privileged information), based on Theano and Lasagne. For more info on learning with side information see http://arxiv.org/abs/1511.06429

Yadcgan Keras ⭐ 12

Yet Another DCGAN for keras

Neural Image Captioning ⭐ 12

Implementation of Neural Image Captioning model using Keras with Theano backend

An implementation of Contextual Attention Recurrent Architecture (SIGIR 2018)

Final Year Project Deep Learning Models ⭐ 12

Deep learning for freehand sketch object recognition

Posture_recognition ⭐ 11

Recognize human posture from Kinect

Simec Theano ⭐ 11

SimEc code relying on the theano library - check out the simec repo instead for keras based code!

Inc_v3_fer ⭐ 10

Facial Expression Recognition using Inception V3 Model in keras

Tinyverse ⭐ 10

Universe RL trainer platform. Simple. Supple. Scalable.

Ecole Apprentissage Profond ⭐ 10

Matériel donné à l'école d'été 2017

Variationalrnn ⭐ 10

A Recurrent Latent Variable Model for Sequential Data

Intro_to_cnns ⭐ 9

Introdução à redes neurais convolucionais usando Theano + Lasagne

Variational Autoencoders Summerschool 2016 ⭐ 9

Exercises for the semi-supervised summer school https://semisupervised-learning.compute.dtu.dk.

Image_splicing_ict ⭐ 8

Voicetools ⭐ 8

Python_class ⭐ 8

This repository contains all the scripts used for the python class for JRFs at IITM

2d Ultrasound Detection And Segmentation ⭐ 8

【医学影像分析】2D超声图像的分割检测（Ultrasound Nerve Segmentation | Kaggle数据集）

Fisheries Monitoring Deep Learning ⭐ 7

Deep learning model to detect and classify fishes

Ailearning ⭐ 7

AI => Python + MachineLearning + DeepLearning（PyTorch）

Ini_caltech101 ⭐ 7

Image Classification with CNN

Maxout Pytorch ⭐ 6

Here is the implementation of Maxout Layer from paper: https://arxiv.org/pdf/1302.4389.pdf in PyTorch. In forward pass, maxout for the feature maps of CNN is calculated. For backward pass, derivative of error w.r.t input is only propagated through the cells of feature maps array which were activated in forward pass(which is derivative of Maxout). To be sure this works fine, results were compared with Maxout in Theano(which is with the name featurepool layer) and were confirmed to be working fine

Alphago_learnning ⭐ 6

alphago 五子棋学习过程。原代码来自

Reimaginet ⭐ 6

Visually grounded word and sentence representations

Natural Language Generation Using Lstm Keras ⭐ 6

Natural Language Generation using LSTM-Keras

Deep Learning With Python Brownlee ⭐ 6

Updated and modified (by me) codes and recipes on Deep Learning projects and lessons from the Brownlee's book: Deep learning with python.

Question Answering System ⭐ 5

It uses extensive NLP and ML techniques at its backend for answering descriptive type queries ( currently, the model has been trained only for Data science and Machine Learning Domain ).

Population Diffusions ⭐ 5

Code and paper repository for the ICML paper "Learning population level diffusions with generative recurrent networks"

Unsupervised Deep Learning ⭐ 5

Unsupervised Deep Learning in Python Udemy Course

Theano Tutorial ⭐ 5

A quick intro into Theano and Lasagne

Data Science Notebooks ⭐ 5

Data-science-ipython-notebooks

Word2vec Theano ⭐ 5

A simple implementation of Mikolov et al.'s (Google Inc.) word2vec in python using Theano.

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