saturdays Goto Github PK

824hw2

atrank

An Attention-Based User Behavior Modeling Framework for Recommendation

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

ddis

Template Matching with Deformable Diversity Similarity

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

dist_tuto.pth

PyTorch Distributed Tutorial

dnn_ctr

dnn to predict ctr

efficient_densenet_pytorch

A memory-efficient implementation of DenseNets

efficientnet-pytorch

A PyTorch implementation of EfficientNet

ewc.pytorch

An implementation of EWC with PyTorch

examples

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

face-alignment

:fire: 2D and 3D Face alignment library build using pytorch

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

imagedenoisinggan

Image Denoising with Generative Adversarial Network

imbalanced-semi-self

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

imgaug

Image augmentation for machine learning experiments.

keras

Deep Learning for humans

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

noise2noise

An unofficial and partial Keras implementation of "Noise2Noise: Learning Image Restoration without Clean Data"