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Beth-prog's Projects

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一个微博爬虫代码

ailearning icon ailearning

AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP

arm icon arm

Automatic Recall Machines: Internal Replay, Continual Learning and the Brain

avalanche icon avalanche

Avalanche: an End-to-End Library for Continual Learning. Among other features, it provides implementations of existing strategies (EWC, LwF, GEM, iCarl, GDumb and others).

brain-inspired-replay icon brain-inspired-replay

Research Project: Exploring the application of brain-inspired memory exaggeration to a state-of-the-art continual learning model with deep neural networks (class-incremental learning on CIFAR-100; PyTorch code).

class-incremental-learning icon class-incremental-learning

PyTorch implementation of a VAE-based generative classifier, as well as other class-incremental learning methods that do not store data (DGR, BI-R, EWC, SI, CWR, CWR+, AR1, the "labels trick", SLDA).

clsurvey icon clsurvey

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.

cmder icon cmder

Lovely console emulator package for Windows

continual-learning-1 icon continual-learning-1

PyTorch implementation of various methods for continual learning (XdG, EWC, online EWC, SI, LwF, GR, GR+distill, RtF, ER, A-GEM, iCaRL).

core50 icon core50

CORe50: a new Dataset and Benchmark for Continual Learning

d2l-en icon d2l-en

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 300 universities from 55 countries including Stanford, MIT, Harvard, and Cambridge.

d2l-zh icon d2l-zh

《动手学深度学习》:面向中文读者、能运行、可讨论。中英文版被55个国家的300所大学用于教学。

diff-jacoco icon diff-jacoco

对jacoco代码做改造,实现增量覆盖率。覆盖率报告持久化到数据库,对于增量测试过的代码不会回退。

elastic-weight-consolidation icon elastic-weight-consolidation

This is an implementation of Elastic Weight Consolidation algorithm introduced in Overcoming catastrophic forgetting in neural networks.

ezdy icon ezdy

翻墙部落-翻墙软件 翻墙工具 自由门 无界 安卓 vpn

flasky icon flasky

Companion code to my O'Reilly book "Flask Web Development", second edition.

gdm icon gdm

Growing Dual-Memory Self-Organizing Networks

graduation_design-distributed_web_spider icon graduation_design-distributed_web_spider

基于微博用户信息数据的分布式爬虫所做的毕业设计,有一小部分简单的数据分析。这个也是为了纪念大学四年!里面包括了源代码,论文的一稿二稿等等还有查重终稿,UML图 、PPT等等

grainonlineeducation_web icon grainonlineeducation_web

谷粒学院后台管理UI,谷粒学院是一个B2C模式的职业技能在线教育系统,分为前台用户系统和后台运营平台。

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