chanceqz Goto Github PK

applied-ml

📚 Papers and blogs by organizations sharing their work on data science & machine learning in production.

awesome-object-detection

Awesome Object Detection based on handong1587 github: https://handong1587.github.io/deep_learning/2015/10/09/object-detection.html

buildingdetails-multitask

Codes and generated datasets for Paper "Multi-task deep learning for large-scale building detail extraction from high-resolution satellite imagery"

chanceqz.github.io

Personal website

competition-baseline

数据科学竞赛各种baseline代码、思路分享

core-code-of-carbon-mitigation-x-rooftop-solar-pv

Core code of the paper "Significant carbon mitigation potential of rooftop solar photovoltaics in China"

coursera-ml-andrewng-notes

吴恩达老师的机器学习课程个人笔记

dogsvscats

example-code

Example code for the book Fluent Python

geo_utils

Some common geo-info utilities (geo-processing, file conversion, visualization) I ever used.

hexo-theme-matery

A beautiful hexo blog theme with material design and responsive design.一个基于材料设计和响应式设计而成的全面、美观的Hexo主题。国内访问：http://blinkfox.com

intror

这是一本中文 R 语言入门书，基于最新 tidyverse 包。

islr-note

统计学习导论基于R应用笔记

keras-notes

Keras笔记（《python深度学习》及相关文档）

lihang-code

《统计学习方法》的代码实现

machine-learning-learning-notes

周志华《机器学习》又称西瓜书是一本较为全面的书籍，书中详细介绍了机器学习领域不同类型的算法(例如：监督学习、无监督学习、半监督学习、强化学习、集成降维、特征选择等)，记录了本人在学习过程中的理解思路与扩展知识点，希望对新人阅读西瓜书有所帮助！

mathmodel

研究生数学建模，本科生数学建模、数学建模竞赛优秀论文，数学建模算法，LaTeX论文模板，算法思维导图，参考书籍，Matlab软件教程，PPT

noisebarrieridentification

Code for generation of noise barrier dataset

ntugis

Nantong University Geographic Information Science major

onjava8

《On Java 8》中文版，又名《Java编程**》 第5版

python

My Python Examples

rooftopsegmatation

Roof Top Segmatation project based on Deeplab v3 plus via pytorch

rs-img-classification

Semantic segmentation of remote sensing images.

rs_image_classification

saptialsampling

Spatial sampling and optimization method via Python

scikit-opt

Genetic Algorithm, Particle Swarm Optimization, Simulated Annealing, Ant Colony Optimization Algorithm,Immune Algorithm, Artificial Fish Swarm Algorithm, Differential Evolution and TSP(Traveling salesman)

semantic-segmentation-pytorch

Pytorch implementation for Semantic Segmentation/Scene Parsing on MIT ADE20K dataset

sklearn-doc-zh

:book: [译] scikit-learn（sklearn） 中文文档

statistics-note

概率论与数理统计笔记（《概率论与数理统计》陈希孺院士、《概率论与数理统计教程》茆诗松教授以及相关资料）

streetviewimageclassification

Street view image identification, which mainly includes noise barrier identification and detection.