Rong's starred repositories

shap

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

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machine-learning-notes

My continuously updated Machine Learning, Probabilistic Models and Deep Learning notes and demos (2000+ slides) 我不间断更新的机器学习,概率模型和深度学习的讲义(2000+页)和视频链接

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CapsNet-Keras

A Keras implementation of CapsNet in NIPS2017 paper "Dynamic Routing Between Capsules". Now test error = 0.34%.

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PFLlib

We expose this user-friendly algorithm library (with an integrated evaluation platform) for beginners who intend to start federated learning (FL) study

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T3Bench

T3Bench: Benchmarking Current Progress in Text-to-3D Generation

pytorch-classification-uncertainty

This repo contains a PyTorch implementation of the paper: "Evidential Deep Learning to Quantify Classification Uncertainty"

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PersonalizedFL

Personalized federated learning codebase for research

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sage

For calculating global feature importance using Shapley values.

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TMC

The project page of paper: Trusted Multi-View Classification [ICLR'2021 paper]

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Multispectral-Pedestrian-Detection-Resource

A list of resouces for multispectral pedestrian detection,including the datasets, methods, annotations and tools.

Simple-Brain-Plot

brainPlot is a MATLAB function to create simple line-art brain plots.

classifier-calibration

Reliability diagrams, Platt's scaling, isotonic regression

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MEKT

Manifold Embedded Knowledge Transfer for Brain-Computer Interfaces (MEKT)

pyoselm

A Python implementation of Online Sequential Extreme Machine Learning (OS-ELM) for online machine learning

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OSELM-tensorflow

Online Sequential Extreme Learning Machine with TensorFlow

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DUC

[ICLR 2023 Spotlight] Code release for "Dirichlet-based Uncertainty Calibration for Active Domain Adaptation"

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VigilanceNet

DL model estimating vigilance levels using multimodal EEG and EOG

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MAET

ACM MM 2023

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NATVIEW_EEGFMRI

Code for preprocessing data for the Naturalistic viewing EEG FMRI data release from NKI

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MDSA

[IEEE, TASLP, 2023] The code of the paper "Multi-Source Discriminant Subspace Alignment for Cross-Domain Speech Emotion Recognition".

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DDA

The paper is being submitted

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CAFNet

IEEE Transactions on Affective Computing 2023

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EEG_Fatigue

this my [a[er

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SFT-Net

This is my paper.

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GraphEmbedding_DR_ELM

Graph embedding based dimension reduction with ELM

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