NjuHaoZhang

An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.

Language:PythonMIT13934 284 2080

apex

A PyTorch Extension: Tools for easy mixed precision and distributed training in Pytorch

Language:PythonBSD-3-Clause8256 102 1170

DAIN

Depth-Aware Video Frame Interpolation (CVPR 2019)

Language:PythonMIT8173 188 139

autograd

Efficiently computes derivatives of numpy code.

Language:PythonMIT6892 216 397

NLP_ability

总结梳理自然语言处理工程师(NLP)需要积累的各方面知识，包括面试题，各种基础知识，工程能力等等，提升核心竞争力

Language:Python6613 105 5

SlowFast

PySlowFast: video understanding codebase from FAIR for reproducing state-of-the-art video models.

Language:PythonApache-2.06438 94 669

awesome-self-supervised-learning

A curated list of awesome self-supervised methods

6082 248 19

cs230-code-examples

Code examples in pyTorch and Tensorflow for CS230

Language:PythonNOASSERTION3742 64 19

gpytorch

A highly efficient implementation of Gaussian Processes in PyTorch

Language:PythonMIT3502 58 1304

awesome-anomaly-detection

A curated list of awesome anomaly detection resources

2706 130 5

pytorch_GAN_zoo

A mix of GAN implementations including progressive growing

Language:PythonBSD-3-Clause1605 35 65

RigNet

Code for SIGGRAPH 2020 paper "RigNet: Neural Rigging for Articulated Characters"

Language:PythonGPL-3.01346 111 89

awesome-latex-drawing

Drawing Bayesian networks, graphical models, tensors, technical frameworks, and illustrations in LaTeX.

Language:TeXMIT1259 37 2

DataLoaders_DALI

PyTorch DataLoaders implemented with DALI for accelerating image preprocessing

Language:Python881 19 31

runx

Deep Learning Experiment Management

Language:PythonBSD-3-Clause634 17 15

memae-anomaly-detection

MemAE for anomaly detection. -- Gong, Dong, et al. "Memorizing Normality to Detect Anomaly: Memory-augmented Deep Autoencoder for Unsupervised Anomaly Detection". ICCV 2019.

Language:PythonMIT463 19 32

DeeperCluster

Implements the unsupervised pre-training of convolutional neural networks

Language:PythonNOASSERTION247 14 18

tensorflow-vs-pytorch

Guide for both TensorFlow and PyTorch in comparative way

Language:Jupyter Notebook109 5 1

CVPR2019

Displays all the 2019 CVPR Accepted Papers in a way that they are easy to parse.

Language:HTMLMIT69 10

Awesome_Video_Frame_Prediction

This is a zoo which contain all kinds of video prediction model code(reimplementation or author provide)and the paper.I created this repository to make it easy for newbies in the video prediction field to get started.

Language:PythonMIT57 4 4

DYAN

A Dynamical Atoms-Based Network For Video Prediction

Language:Python24 2 2

anomaly-detection-and-localization

Language:PythonGPL-3.023 3 4

ConvLSTM-AE_VAD_ICME2017

ConvLSTM-AE_VAD_ICME2017 (code reimplementation)

Language:Python21 40

anomaly-detection-and-localization

Language:PythonGPL-3.01 10