kql11 Goto Github PK

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一份中文综述文章列表（自然语言处理&机器学习）

11

adv-train-free

PyTorch Implementation of Adversarial Training for Free!

adversarial-attacks-pytorch

PyTorch implementation of adversarial attacks.

annotated_deep_learning_paper_implementations

🧑‍🏫 59 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

autovp

Code and Benchmark for the paper "AutoVP: An Automated Visual Prompting Framework and Benchmark"

bayesiandeeplearning-survey

Bayesian Deep Learning: A Survey

blitz-bayesian-deep-learning

A simple and extensible library to create Bayesian Neural Network layers on PyTorch.

byol-pytorch

Usable Implementation of "Bootstrap Your Own Latent" self-supervised learning, from Deepmind, in Pytorch

captum

Model interpretability and understanding for PyTorch

clip-pytorch

这是一个clip-pytorch的模型，可以训练自己的数据集。

d2l-zh

《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被55个国家的300所大学用于教学。

deepfake-o-meter

a python toolbox for deepfake detection

deeplearning

Python for《Deep Learning》，该书为《深度学习》(花书) 数学推导、原理剖析与源码级别代码实现

dfd-baseline

efficientnetv2.pytorch

PyTorch implementation of EfficientNetV2 family

external-attention-pytorch

🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐

foolbox

A Python toolbox to create adversarial examples that fool neural networks in PyTorch, TensorFlow, and JAX

generalization-causality

关于domain generalization，domain adaptation，causality，robutness，prompt，optimization，generative model各式各样研究的阅读笔记

jpegio

A python package for accessing the internal variables of JPEG file format such as DCT coefficients and quantization tables

kql11

Config files for my GitHub profile.

kql11.github.io

Something about Machine Learning

ntire20_raw_image_denoising_winner_mwrcanet

open_clip

An open source implementation of CLIP.

prmlt

Matlab code of machine learning algorithms in book PRML

robustbench

RobustBench: a standardized adversarial robustness benchmark [NeurIPS'21 Benchmarks and Datasets Track]

stable-diffusion

A latent text-to-image diffusion model

steganalysis_srnet

stegolab

Implementation of several Steganography and steganalysis techniques.

transface

Code of TransFace