bragilee

video-action-classification

Video Action Classification Using Spatial Temporal Clues. Original paper: arXiv:1504.01561

AttentionalPoolingAction

Code/Model release for NIPS 2017 paper "Attentional Pooling for Action Recognition"

ActionVLAD

ActionVLAD for video action classification (CVPR 2017)

Activity-Recognition-with-CNN-and-RNN

Temporal Segments LSTM and Temporal-Inception for Activity Recognition

the-art-of-command-line

Master the command line, in one page

two-stream-action-recognition

Using two stream architecture to implement a classic action recognition method on UCF101 dataset

two-stream-pytorch

PyTorch implementation of two-stream networks for video action recognition

Hidden-Two-Stream

Caffe implementation for "Hidden Two-Stream Convolutional Networks for Action Recognition"

temporal-segment-networks

Code & Models for Temporal Segment Networks (TSN) in ECCV 2016

welcome_tutorials

Various tutorials given for welcoming new students at MILA.

pytorch-tutorial

PyTorch Tutorial for Deep Learning Researchers

New-York-City-Taxi-Trip-Duration

Kaggle比赛New-York-City-Taxi-Trip-Duration方案

NYC-Taxi-Trip-Duration

My work for Kaggle's "New York City Taxi Trip Duration" competition

Paper-Implementations

Use PyTorch to implement some classic frameworks

pytorch-MNIST-CelebA-GAN-DCGAN

Pytorch implementation of Generative Adversarial Networks (GAN) and Deep Convolutional Generative Adversarial Networks (DCGAN) for MNIST and CelebA datasets

dcgan

A PyTorch implementation of "Deep Convolutional Generative Adversarial Networks" with Multiple Discriminator.

kaggle-taxi-ii

Winning solution for the Taxi-Trip Time Prediction Challenge on Kaggle

Coursera_c2cpp

Homework code of C++ For C Programmers on Coursera. The course website is https://class.coursera.org/cplusplus4c-002/class/index

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

PRMLT

Matlab code of machine learning algorithms in book PRML

miles-deep

Deep Learning Porn Video Classifier/Editor with Caffe

conv_arithmetic

A technical report on convolution arithmetic in the context of deep learning

gvnn

gvnn: Geometric Vision with Neural Networks

cunn

cutorch

A CUDA backend for Torch7

nn

tutorials

A series of machine learning tutorials for Torch7

fbnn

Facebook's extensions to torch/nn.

imagenet-multiGPU.torch

an imagenet example in torch.

d3

Bring data to life with SVG, Canvas and HTML. :bar_chart::chart_with_upwards_trend::tada: