saturdays

dnn_ctr

dnn to predict ctr

quantized.pytorch

Awesome-of-Long-Tailed-Recognition

A curated list of long-tailed recognition resources.

BBN

The official PyTorch implementation of paper BBN: Bilateral-Branch Network with Cumulative Learning for Long-Tailed Visual Recognition

classifier-balancing

This repository contains code for the paper "Decoupling Representation and Classifier for Long-Tailed Recognition", published at ICLR 2020

crust

[NeurIPS 2020] Coresets for Robust Training of Neural Networks against Noisy Labels

Deep-Reinforcement-Learning-Hands-On

Hands-on Deep Reinforcement Learning, published by Packt

Deep-SVDD-PyTorch

A PyTorch implementation of the Deep SVDD anomaly detection method

densenet-sdr

repo that holds code for improving on dropout using Stochastic Delta Rule

EfficientNet-PyTorch

A PyTorch implementation of EfficientNet

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

gloo

Collective communications library with various primitives for multi-machine training.

glow

Compiler for Neural Network hardware accelerators

Gradient-Centralization

A New Optimization Technique for Deep Neural Networks

hyperlearn

50% faster, 50% less RAM Machine Learning. Numba rewritten Sklearn. SVD, NNMF, PCA, LinearReg, RidgeReg, Randomized, Truncated SVD/PCA, CSR Matrices all 50+% faster

imbalanced-semi-self

[NeurIPS 2020] Semi-Supervision (Unlabeled Data) & Self-Supervision Improve Class-Imbalanced / Long-Tailed Learning

lbcnn.torch

Torch implementation of CVPR'17 - Local Binary Convolutional Neural Networks http://xujuefei.com/lbcnn.html

liif

Learning Continuous Image Representation with Local Implicit Image Function, in CVPR 2021 (Oral)

mnist_challenge

A challenge to explore adversarial robustness of neural networks on MNIST.

muvilab

MUltiple VIdeos LABelling tool

OpenLongTailRecognition-OLTR

Pytorch implementation for "Large-Scale Long-Tailed Recognition in an Open World" (CVPR 2019 ORAL)

PyTorch-GAN

PyTorch implementations of Generative Adversarial Networks.

pytorch-semantic-segmentation

PyTorch for Semantic Segmentation

RecommenderSystem

RepVGG

RepVGG: Making VGG-style ConvNets Great Again

SlowFastNetworks

PyTorch implementation of "SlowFast Networks for Video Recognition".

SRNTT

Image Super-Resolution by Neural Texture Transfer

tfeat

TFeat descriptor models for BMVC 2016 paper "Learning local feature descriptors with triplets and shallow convolutional neural networks"

video-nonlocal-net

Non-local Neural Networks for Video Classification

yolov5

YOLOv5 in PyTorch > ONNX > CoreML > TFLite