fuqianggu Goto Github PK

3d-densenet

3D Dense Connected Convolutional Network (3D-DenseNet for action recognition)

activity-recognition

Activity recognition using mobile/wearable devices such as smartphones.

adversarial-autoencoder

Chainer implementation of adversarial autoencoder (AAE)

airsim

Open source simulator for autonomous vehicles built on Unreal Engine / Unity, from Microsoft AI & Research

arctic-capgen-vid

automatic video description generation with GPU training

attention-is-all-you-need-pytorch

A PyTorch implementation of the Transformer model in "Attention is All You Need".

attentionconvlstm

"Attention in Convolutional LSTM for Gesture Recognition" in NIPS 2018

attn2d

Pervasive Attention: 2D Convolutional Networks for Sequence-to-Sequence Prediction

awesome-pytorch-list

A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.

backpack

BACKpropagation PACKage - A backpack for PyTorch that extends the backward pass of feedforward networks to compute quantities beyond the gradient

bayesian-machine-learning

Notebooks related to Bayesian methods for machine learning

beta-vae

Pytorch implementation of β-VAE

biotacsp-stability-set-v2

bp-for-spikingnn

Spatio-temporal BP for SNNs

bvae-tf

Disentangled Variational Auto-Encoder in TensorFlow / Keras (Beta-VAE)

c3d

C3D is a modified version of BVLC caffe to support 3D ConvNets.

c3d-pytorch

Pytorch porting of C3D network, with Sports1M weights

cifar.torch

92.45% on CIFAR-10 in Torch

cs231n.github.io

Public facing notes page

csi-net

pytorch code of CSI-Net, including data and pre-trained models

datasets

dcll

deep-knn

Code for the 2018 EMNLP Interpretability Workshop Paper "Interpreting Neural Networks with Nearest Neighbors"

deep-learning-for-activity-recogniton

Mobile sensing

deepfi

An Indoor Fingerprinting Localization Algorithm which uses CSI from wifi

deepnet

Implementation of some deep learning algorithms.

densenet.pytorch

A PyTorch implementation of DenseNet.

despot

The DESPOT online POMDP solver

despot_tutorials

Tutorials for using DESPOT with ROS

disentangled-sequential-autoencoder

Variational Autoencoder for Unsupervised and Disentangled Representation Learning of content and motion features in sequential data (Mandt et al.).