WeiDongdong (redone17)

redone17

Geek Repo

Location:Edmonton-AB-Canada

Home Page:https://redone17.github.io/

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WeiDongdong's starred repositories

Prompt-Engineering-Guide

🐙 Guides, papers, lecture, notebooks and resources for prompt engineering

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developer-roadmap

Interactive roadmaps, guides and other educational content to help developers grow in their careers.

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tech-interview-handbook

💯 Curated coding interview preparation materials for busy software engineers

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free-programming-books

:books: Freely available programming books

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iri

Python and Matlab codes to paper: F. Sroubek, M. Sorel, J. Zak: Precise International Roughness Index Calculation. Int. J. Pavement Res. Technol. (2021). https://doi.org/10.1007/s42947-021-00097-z

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rroad

R Package: Road Condition Analysis

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pytorch-classification-uncertainty

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

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machine-learning-systems-design

A booklet on machine learning systems design with exercises. NOT the repo for the book "Designing Machine Learning Systems"

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EdmCrack600

The dataset consists of 600 images about pavement cracks taken from roads in Edmonton Canada. They are all annotated at pixel level for crack detection

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rethinking_er

Code to reproduce the experiments of "Rethinking Experience Replay: a Bag of Tricks for Continual Learning"

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continual_learning_papers

Relevant papers in Continual Learning

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Awesome-Incremental-Learning

Awesome Incremental Learning

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continuum

A clean and simple data loading library for Continual Learning

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agem

Official implementation of the Averaged Gradient Episodic Memory (A-GEM) in Tensorflow

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deeplake

Database for AI. Store Vectors, Images, Texts, Videos, etc. Use with LLMs/LangChain. Store, query, version, & visualize any AI data. Stream data in real-time to PyTorch/TensorFlow. https://activeloop.ai

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transformer

Implementation of Transformer model (originally from Attention is All You Need) applied to Time Series.

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Adversarial-Continual-Learning

Implementation for the paper "Adversarial Continual Learning" in PyTorch.

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RSC

This is the official implementation of Self-Challenging Improves Cross-Domain Generalization, ECCV2020

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performer-pytorch

An implementation of Performer, a linear attention-based transformer, in Pytorch

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mmpretrain

OpenMMLab Pre-training Toolbox and Benchmark

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LeetCodeAnimation

Demonstrate all the questions on LeetCode in the form of animation.(用动画的形式呈现解LeetCode题目的思路)

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bayesian-machine-learning

Notebooks about Bayesian methods for machine learning

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Bayesian-Neural-Networks

Pytorch implementations of Bayes By Backprop, MC Dropout, SGLD, the Local Reparametrization Trick, KF-Laplace, SG-HMC and more

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DomainBed

DomainBed is a suite to test domain generalization algorithms

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ewc.pytorch

An implementation of EWC with PyTorch

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handcalcs

Python library for converting Python calculations into rendered latex.

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pytorch-domain-adaptation

A collection of implementations of adversarial domain adaptation algorithms

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resume

Software developer resume in Latex

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DL-based-Intelligent-Diagnosis-Benchmark

Source codes for the paper "Deep Learning Algorithms for Rotating Machinery Intelligent Diagnosis: An Open Source Benchmark Study"

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