Lin Kaiqing's repositories
open_clip
An open source implementation of CLIP.
TransFace
Code of TransFace
AutoVP
Code and Benchmark for the paper "AutoVP: An Automated Visual Prompting Framework and Benchmark"
External-Attention-pytorch
🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐
clip-pytorch
这是一个clip-pytorch的模型，可以训练自己的数据集。
captum
Model interpretability and understanding for PyTorch
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
Transfer-Learning-Library
Transfer Learning Library for Domain Adaptation, Task Adaptation, and Domain Generalization
tuning_playbook
A playbook for systematically maximizing the performance of deep learning models.
stegolab
Implementation of several Steganography and steganalysis techniques.
transferlearning
Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习
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, ... 🧠
stable-diffusion
A latent text-to-image diffusion model
robustbench
RobustBench: a standardized adversarial robustness benchmark [NeurIPS'21 Benchmarks and Datasets Track]
BayesianDeepLearning-Survey
Bayesian Deep Learning: A Survey
foolbox
A Python toolbox to create adversarial examples that fool neural networks in PyTorch, TensorFlow, and JAX
KQL11
Config files for my GitHub profile.
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。
adversarial-attacks-pytorch
PyTorch implementation of adversarial attacks.
byol-pytorch
Usable Implementation of "Bootstrap Your Own Latent" self-supervised learning, from Deepmind, in Pytorch
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一份中文综述文章列表（自然语言处理&机器学习）
efficientnetv2.pytorch
PyTorch implementation of EfficientNetV2 family
blitz-bayesian-deep-learning
A simple and extensible library to create Bayesian Neural Network layers on PyTorch.
KQL11.github.io
Something about Machine Learning
ADV-Train-Free
PyTorch Implementation of Adversarial Training for Free!
jpegio
A python package for accessing the internal variables of JPEG file format such as DCT coefficients and quantization tables