niuwk,github

ai-edu

AI education materials for Chinese students, teachers and IT professionals.

albumentations

Fast image augmentation library and easy to use wrapper around other libraries. Documentation: https://albumentations.ai/docs/ Paper about library: https://www.mdpi.com/2078-2489/11/2/125

an-introduction-to-statistical-learning

This repository contains the exercises and its solution contained in the book An Introduction to Statistical Learning in python.

arc_star_ros

Implentation of the Arc* algorithm, described in "Asynchronous Corner Detection and Tracking for Event Cameras in Real Time", Alzugaray & M. Chli, RA-L 2018

arduinoembedded

C++ code for embedded core, SRAM, NAND management running on Arduino

art-visual

Implementation of the Adaptive Resonance Theory (ART) architectures - Fuzzy ART and Fuzzy ARTMAP - for pattern recognition

awesome-lifelong-continual-learning

A list of papers, blogs, datasets and software in the field of lifelong/continual machine learning

bcipackages

Common MATLAB functions and algorithms used in the University of California Irvine Brain Computer Interface Lab

bindsnet

Simulation of spiking neural networks (SNNs) using PyTorch.

brain-inspired-replay

A brain-inspired version of generative replay for continual learning with deep neural networks (class-incremental learning on CIFAR-100; PyTorch code).

braindecode

A deep learning toolbox to decode raw time-domain EEG.

brant

BRAinNetome fMRI Toolkit -- MATLAB scripts/GUIs for fMRI data pre-/post-processes

Continual Hyperparameter Selection Framework. Compares 11 state-of-the-art Lifelong Learning methods and 4 baselines. Official Codebase of "A continual learning survey: Defying forgetting in classification tasks." in IEEE TPAMI.

cn-deep-learning

https://cn.udacity.com/course/deep-learning-nanodegree-foundation--nd101/

continual-learning

PyTorch implementation of various methods for continual learning (XdG, EWC, online EWC, SI, LwF, DGR, DGR+distill, RtF, iCaRL).

continual-learning-1

Repository of continual learning papers

continual-learning-benchmark

Evaluate three types of task shifting with popular continual learning algorithms.

continual-learning-papers

Continual Learning papers list, curated by ContinualAI

continual_learning_data_former

A pytorch compatible data loader to create sequence of tasks for Continual Learning

continual_learning_papers

Relevant papers in Continual Learning

corbinian

CorBinian: A toolbox for modelling and simulating high-dimensional binary and count-data with correlations

crossfrequencycoupling

estimate cross-frequency coupling (aka nested oscillation or phase-amplitude coupling) for neural signals

cs131_notes

Class notes for CS 131.

cs231n

My assignment solutions for CS231n - Convolutional Neural Networks for Visual Recognition

cs231n.github.io

Public facing notes page

cvpr2020-code

CVPR 2020 论文开源项目合集

d2l-zh

《动手学深度学习》：面向中文读者、能运行、可讨论。英文版即伯克利“深度学习导论”教材。

datasharing

The Leek group guide to data sharing

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