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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, ... 🧠

awesome_imputation

Awesome Deep Learning Resources for Time-Series Imputation, including a must-read paper list about using deep learning neural networks to impute incomplete time series containing NaN missing values/data

bigan

d-gan_informer

dnsga-ii

Matlab version of dynamic NSGA-II for dynamic multi-objective

generative-semi-supervised-learning-for-multivariate-time-series-imputation

mamba

mamba-minimal

Simple, minimal implementation of the Mamba SSM in one file of PyTorch.

misgan

MisGAN: Learning from Incomplete Data with GANs

platemo

Evolutionary multi-objective optimization platform

pristi

rm-meda

RM-MEDA

rm-meda_py

Python version of RM-MEDA algorithm

saits

The official PyTorch implementation of the paper "SAITS: Self-Attention-based Imputation for Time Series". A fast and state-of-the-art (SOTA) deep-learning neural network model for efficient time-series imputation (impute multivariate incomplete time series containing NaN missing data/values with machine learning). https://arxiv.org/abs/2202.08516

slime-mould-algorithm

tca

trafficmonitor

这是一个用于显示当前网速、CPU及内存利用率的桌面悬浮窗软件，并支持任务栏显示，支持更换皮肤。

transferlearning

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

uccichinesechess

使用java开发的**象棋UCCI引擎界面程序

wechatmsg

提取微信聊天记录，将其导出成HTML、Word、CSV文档永久保存，对聊天记录进行分析生成年度聊天报告