Yingjian Sun's starred repositories
fucking-algorithm
刷算法全靠套路，认准 labuladong 就够了！English version supported! Crack LeetCode, not only how, but also why.
awesome-gradient-boosting-papers
A curated list of gradient boosting research papers with implementations.
ML_well_log
The code describes how unsupervised ML can be applied to well log data for efficient clustering. A part of the well log data is provided.
Random-Forest
minimal and clean implementations of Random Forest
Machine-Learning-From-Scratch
常用机器学习的算法简洁实现
GeoDataSets
Synthetic datasets for geoscience (geo)statistical modeling
AutomatedWellLogCorrelation
Framework for correlating two or more well logs using feature vectors generated from CNN's in Pytorch
synthetic_well-log_polynomial_regression
This project attempts to construct a missing well log from other available well logs, more specifically an NMR well log from the measured Gamma Ray (GR), Caliper, Resistivity logs and the interpreted porosity from a well.
InterpretableMLBook
《可解释的机器学习--黑盒模型可解释性理解指南》，该书为《Interpretable Machine Learning》中文版
Volve_field_data
Exploring various geoscience Python libraries (including Lasio, Welly and Striplog) with the Volve Field data set
fydeos.github.io
:blue_book: Community FAQ for FydeOS powered by Jekyll
Python-100-Days
Python - 100天从新手到大师
tutorials-2016
Geophysical Tutorials for 2016
Python-100-Days
Python - 100天从新手到大师
1024app-ios
草榴官方客户端，小草客户端，iOS