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claydon-wang's Projects

annotated_deep_learning_paper_implementations icon annotated_deep_learning_paper_implementations

🧠 Implementations/tutorials of deep learning papers with side-by-side notes; including transformers (original, xl, switch, feedback), optimizers(adam, radam, adabelief), gans(dcgan, cyclegan, stylegan2), reinforcement learning (ppo, dqn), capsnet, sketch-rnn, etc.

anti-random-pruning icon anti-random-pruning

Unofficial implementation of "Prune and Tune Ensembles: Low-Cost Ensemble Learning With Sparse Independent Subnetworks" AAAI 2022

eata icon eata

Code for ICML 2022 paper — Efficient Test-Time Model Adaptation without Forgetting

examples icon examples

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

gui-for-har icon gui-for-har

this is a repository of GUI for sensor-based Human Activity Recognition(HAR)

logitnorm_ood icon logitnorm_ood

Official code for ICML 2022: Mitigating Neural Network Overconfidence with Logit Normalization

ml icon ml

:zap:机器学习实战(Python3):kNN、决策树、贝叶斯、逻辑回归、SVM、线性回归、树回归

torch-cam icon torch-cam

Class activation maps for your PyTorch models (CAM, Grad-CAM, Grad-CAM++, Smooth Grad-CAM++, Score-CAM, SS-CAM, IS-CAM, XGrad-CAM, Layer-CAM)

transferlearning icon transferlearning

Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习

zcls icon zcls

Object Classification Training/Inferring Framework

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