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autograd

Efficiently computes derivatives of numpy code.

awesome-architecture-search

A curated list of awesome architecture search resources

awesome-self-supervised-learning

A curated list of awesome self-supervised methods

catterplots

Did you ever wish you could make scatter plots with cat shaped points? Now you can!

cleveralgorithms

Clever Algorithms: Nature-Inspired Programming Recipes

deep-learning-localization-mapping

A collection of deep learning based localization models

deep-learning-model-convertor

The convertor/conversion of deep learning models for different deep learning frameworks/softwares.

deep-person-reid

Deep learning person re-identification in PyTorch.

deep-residual-networks

Deep Residual Learning for Image Recognition

deeprl

Modularized Implementation of Deep RL Algorithms in PyTorch

google-research

Google Research

googletest

Googletest - Google Testing and Mocking Framework

insightface

Face Analysis Project on MXNet

keras

Deep Learning for humans

lishen-shirley.github.io

loupe

Tensorflow toolbox implementing several learnable pooling architecture

mcnsenets

Squeeze-and-Excitation Networks

mmdetection

Open MMLab Detection Toolbox with PyTorch 1.0

mmdnn

MMdnn is a set of tools to help users inter-operate among different deep learning frameworks. E.g. model conversion and visualization. Convert models between Caffe, Keras, MXNet, Tensorflow, CNTK, PyTorch Onnx and CoreML.

models

Models and examples built with TensorFlow

nips2017

A list of resources for all invited talks, tutorials, workshops and presentations at NIPS 2017

or-tools

Google's Operations Research tools

places2-cnns

Places2-401-CNN and Places2-365-CNN

prmlt

Matlab code for machine learning algorithms in book PRML

python-small-examples

告别枯燥，致力于打造 Python 富有体系且实用的小例子、小案例。

reagent

A platform for Reasoning systems (Reinforcement Learning, Contextual Bandits, etc.)

scut-fbp5500-database-release

A diverse benchmark database for multi-paradigm facial beauty prediction

senet

Squeeze-and-Excitation Networks

tqdm

A Fast, Extensible Progress Bar for Python and CLI

vmaf

Perceptual video quality assessment based on multi-method fusion.