liuquangao

MathModel

研究生数学建模，本科生数学建模、数学建模竞赛优秀论文，数学建模算法，LaTeX论文模板，算法思维导图，参考书籍，Matlab软件教程，PPT

Micro-Wheeled_leg-Robot

全球最小的桌面级双轮腿机器人！

WritingAIPaper

Writing AI Conference Papers: A Handbook for Beginners

WindowMixer

The official implementation of WindowMixer

BuildingsBench

Large-scale pretraining and benchmarking for short-term load forecasting.

TSLANet

[ICML 2024] A novel, efficient approach combining convolutional operations with adaptive spectral analysis as a foundation model for different time series tasks

Pytorch-UNet

PyTorch implementation of the U-Net for image semantic segmentation with high quality images

TimeMachine

TimeMachine: A Time Series is Worth 4 Mambas for Long-term Forecasting

PyPOTS

A Python toolkit/library for reality-centric machine/deep learning and data mining on partially-observed time series, including SOTA neural network models for scientific analysis tasks of imputation/classification/clustering/forecasting/anomaly detection/cleaning on incomplete industrial (irregularly-sampled) multivariate TS with NaN missing values

paradigms

PyTorch implementation for "Parallel Sampling of Diffusion Models", NeurIPS 2023 Spotlight

lerobot

🤗 LeRobot: Making AI for Robotics more accessible with end-to-end learning

open-robotics

开源机器人学（Open Robotics）是一个帮助机器人学习者入门的开源项目。

PatchTST

An offical implementation of PatchTST: "A Time Series is Worth 64 Words: Long-term Forecasting with Transformers." (ICLR 2023) https://arxiv.org/abs/2211.14730

prophet

Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.

simba

Simba

PyxLSTM

Efficient Python library for Extended LSTM with exponential gating, memory mixing, and matrix memory for superior sequence modeling.

xlstm

Official repository of the xLSTM.

scikit-learn

scikit-learn: machine learning in Python

brilliant-CV

💼 another CV template for your job application, yet powered by Typst and more

UniTS

A unified multi-task time series model.

Orthogonality-in-CNNs

[NeurIPS '18] "Can We Gain More from Orthogonality Regularizations in Training Deep CNNs?" Official Implementation.

pytorch-tsmixer

A pip-installable PyTorch implementation of TSMixer, providing an easy-to-use and efficient solution for time-series forecasting.

ChatTTS

A generative speech model for daily dialogue.

FAITH

Time-Series-Library

A Library for Advanced Deep Time Series Models.

convmixer

Implementation of ConvMixer for "Patches Are All You Need? 🤷"

GFNet

[NeurIPS 2021] [T-PAMI] Global Filter Networks for Image Classification

pykan

Kolmogorov Arnold Networks

FITS

FITS: Frequency Interpolation Time Series Analysis Baseline

pytorch_wavelets

Pytorch implementation of 2D Discrete Wavelet (DWT) and Dual Tree Complex Wavelet Transforms (DTCWT) and a DTCWT based ScatterNet