redone17

Prompt-Engineering-Guide

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

developer-roadmap

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

tech-interview-handbook

💯 Curated coding interview preparation materials for busy software engineers

free-programming-books

:books: Freely available programming books

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

rroad

R Package: Road Condition Analysis

pytorch-classification-uncertainty

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

machine-learning-systems-design

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

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

rethinking_er

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

continual_learning_papers

Relevant papers in Continual Learning

Awesome-Incremental-Learning

Awesome Incremental Learning

continuum

A clean and simple data loading library for Continual Learning

agem

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

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

transformer

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

Adversarial-Continual-Learning

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

awesome-industrial-machine-datasets

RSC

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

performer-pytorch

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

mmpretrain

OpenMMLab Pre-training Toolbox and Benchmark

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）

bayesian-machine-learning

Notebooks about Bayesian methods for machine learning

Bayesian-Neural-Networks

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

DomainBed

DomainBed is a suite to test domain generalization algorithms

ewc.pytorch

An implementation of EWC with PyTorch

handcalcs

Python library for converting Python calculations into rendered latex.

pytorch-domain-adaptation

A collection of implementations of adversarial domain adaptation algorithms

resume

Software developer resume in Latex

DL-based-Intelligent-Diagnosis-Benchmark

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