valencebond Goto Github PK

adabound

An optimizer that trains as fast as Adam and as good as SGD.

adamw-pytorch

Implementation and experiment for AdamW on pytorch

adamwr

Implements https://arxiv.org/abs/1711.05101 AdamW optimizer, cosine learning rate scheduler and "Cyclical Learning Rates for Training Neural Networks" https://arxiv.org/abs/1506.01186 for PyTorch framework

arbitrary-text-to-image-papers

A collection of arbitrary text to image papers with code (constantly updating)

arcface-pytorch

asl

Official Pytorch Implementation of: "Asymmetric Loss For Multi-Label Classification"(2020) paper

asl_reproduce

Reproduce Implementation of: "Asymmetric Loss For Multi-Label Classification"(2020) paper

attention-augmented-conv2d

Implementing Attention Augmented Convolutional Networks using Pytorch

attention-is-all-you-need-pytorch

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

autoaugment

Unofficial implementation of the ImageNet, CIFAR 10 and SVHN Augmentation Policies learned by AutoAugment using pillow

awesome-multimodal-ml

Reading list for research topics in multimodal machine learning

causal-inference-in-statistics-solutions

Solutions on "Causal Inference in Statistics: A Primer" using Jupyter Notebook, Python

cernet-ipv6-hosts

Lightweight IPv6 hosts! Access to Google, YouTube, Facebook, Wikipedia via IPv6 and avoid unnecessary block.

circleloss

Pytorch implementation of the paper "Circle Loss: A Unified Perspective of Pair Similarity Optimization"

cityscapesscripts

README and scripts for the Cityscapes Dataset

cocopilot

一个小工具的备份

convolution_lstm_pytorch

Multi-layer convolutional LSTM with Pytorch

cropmix

Code of CropMix: Sampling a Rich Input Distribution via Multi-Scale Cropping

cutout

2.56%, 15.20%, 1.30% on CIFAR10, CIFAR100, and SVHN https://arxiv.org/abs/1708.04552

cvpr2020-paper-code-interpretation

cvpr2020/cvpr2019／cvpr2018/cvpr2017 papers，极市团队整理

daformer-1

[CVPR22] Official Implementation of DAFormer: Improving Network Architectures and Training Strategies for Domain-Adaptive Semantic Segmentation

databook_python

IPython notebooks with demo code intended as a companion to the book "Data-Driven Science and Engineering: Machine Learning, Dynamical Systems, and Control" by Steven L. Brunton and J. Nathan Kutz

dpl

eanet

EANet: Enhancing Alignment for Cross-Domain Person Re-identification

examples

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

feat

The code repository for "Learning Embedding Adaptation for Few-Shot Learning"

fixmatch_pytorch

Unofficial PyTorch implementation of "FixMatch: Simplifying Semi-Supervised Learning with Consistency and Confidence"

gcnet-pytorch

This is a pytorch type of block，including Non-local block，Simple Non-local block，GC block and all GC block; refer to paper《GCNet: Non-local Networks Meet Squeeze-Excitation Networks and Beyond》

ghm_detection

The implementation of “Gradient Harmonized Single-stage Detector” published on AAAI 2019.

git-recipes

🥡 Git recipes in Chinese by Zhongyi Tong. 高质量的Git中文教程.