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ClarenceKe's starred repositories

storm

An LLM-powered knowledge curation system that researches a topic and generates a full-length report with citations.

Language:PythonMIT805300

SSVEP-Impulse-Response

Some demos about how to decompose and reconstruct an SSVEP based on the superposition model

Language:MATLAB800

XAI4EEG

XAI4EEG: Spectral and spatio-temporal explanation of Deep Learning-based Seizure Detection in EEG time series

Language:Python200

fucking-algorithm

刷算法全靠套路，认准 labuladong 就够了！English version supported! Crack LeetCode, not only how, but also why.

100

MEET

The official implementation of our paper "MEET: A Multi-band EEG Transformer for Brain States Decoding"

Language:Jupyter NotebookApache-2.01000

vision-lstm

xLSTM as Generic Vision Backbone

Language:PythonAGPL-3.035100

keyboard

Hook and simulate global keyboard events on Windows and Linux.

Language:PythonMIT374600

gpt-computer-assistant

gpt-4o for windows, macos and linux

Language:PythonMIT485000

ChatTTS

A generative speech model for daily dialogue.

Language:PythonAGPL-3.02811500

timesfm

TimesFM (Time Series Foundation Model) is a pretrained time-series foundation model developed by Google Research for time-series forecasting.

Language:PythonApache-2.0323100

A comprehensive collection of KAN(Kolmogorov-Arnold Network)-related resources, including libraries, projects, tutorials, papers, and more, for researchers and developers in the Kolmogorov-Arnold Network field.

182500

Deep-Learning-for-BCI

Resources for Book: Deep Learning for EEG-based Brain-Computer Interface: Representations, Algorithms and Applications

Language:Jupyter NotebookMIT18100

Large-Time-Series-Model

Official code, datasets and checkpoints for "Timer: Generative Pre-trained Transformers Are Large Time Series Models" (ICML 2024)

Language:PythonMIT13900

sktime

A unified framework for machine learning with time series

Language:PythonBSD-3-Clause762400

Time-Series-Library

A Library for Advanced Deep Time Series Models.

Language:PythonMIT530900

TFB

TFB: Towards Comprehensive and Fair Benchmarking of Time Series Forecasting Methods (PVLDB 2024) https://www.vldb.org/pvldb/vol17/p2363-hu.pdf

Language:ShellMIT22600

shap

A game theoretic approach to explain the output of any machine learning model.

Language:Jupyter NotebookMIT2220200

FusionMamba

FusionMamba: Dynamic Feature Enhancement for Multimodal Image Fusion with Mamba

4300

drawio

draw.io is a JavaScript, client-side editor for general diagramming.

Language:JavaScriptApache-2.03982100

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

Language:PythonApache-2.0142200

pytorch-grad-cam

Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.

Language:PythonMIT991300

brainscanner

Real-time EEG source localization based on Smarting mBrainTrain EEG headset and implemented in Matlab.

Language:MatlabMIT1400

uniBrain-Speller

uniBrain Speller: A one-stop, user-friendly, open-source brain-computer interface speller software developed by Prof. Gao Xiaorong's team at Tsinghua University, China, designed for various users including patients, researchers, and practitioners.

Language:PythonMPL-2.0900

ept_TFCE-matlab

Advanced EEG Statistics

Language:MATLAB2700

tuning_playbook_zh_cn

一本系统地教你将深度学习模型的性能最大化的战术手册。

NOASSERTION220300

tuning_playbook

A playbook for systematically maximizing the performance of deep learning models.

NOASSERTION2593200

Awesome-Transformer-Attention

An ultimately comprehensive paper list of Vision Transformer/Attention, including papers, codes, and related websites

445900

nixtla

TimeGPT-1: production ready pre-trained Time Series Foundation Model for forecasting and anomaly detection. Generative pretrained transformer for time series trained on over 100B data points. It's capable of accurately predicting various domains such as retail, electricity, finance, and IoT with just a few lines of code 🚀.

Language:Jupyter NotebookNOASSERTION203700

transformer-models

Deep Learning Transformer models in MATLAB

Language:MATLABNOASSERTION19300

ClarenceKe