centurylee

ai-edu

AI education materials for Chinese students, teachers and IT professionals.

ApsimX

ApsimX is the next generation of APSIM

Awesome-GEE

A curated list of Google Earth Engine resources

climate_indices

Climate indices for drought monitoring, community reference implementations in Python

corner.py

Make some beautiful corner plots

dtaidistance

Time series distances: Dynamic Time Warping (DTW)

echarts-map-demo

echarts地图geoJson行政边界数据的实时获取与应用，省市区县多级联动下钻，真正意义的下钻至县级【附最新geoJson文件下载】

ee-dynamic-time-warping

eo-learn

Earth observation processing framework for machine learning in Python

epicrop

Simulation modelling of crop diseases using a Susceptible-Exposed-Infectious-Removed (SEIR) model in R

gee_NOAA

gee_satellite_data

geog-312

First Steps in GIS Programming (GEOG 312) at the University of Tennessee, Knoxville

Kalman-and-Bayesian-Filters-in-Python

Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.

linearmodels

Add linear models including instrumental variable and panel data models that are missing from statsmodels.

MEDIUM_NoteBook

Repository containing notebooks of my posts on Medium

nlopt

library for nonlinear optimization, wrapping many algorithms for global and local, constrained or unconstrained, optimization

pansharpening-cnn-python-version

This is the python implementation of the paper Target-Adaptive CNN Based Pansharpening.

Physics-Based-Deep-Learning

Links to works on deep learning algorithms for physics problems, TUM-I15 and beyond

PyAEZ

PyAEZ is a python package consisted of many algorithms related to Agro-ecalogical zoning (AEZ) framework.

pymc

Probabilistic Programming in Python: Bayesian Modeling and Probabilistic Machine Learning with Aesara

pyPhenology

Plant phenology models in python with a scikit-learn inspired API

pyTSEB

A python Two Source Energy Balance model for estimation of evapotranspiration with remote sensing data

s2tbx

Sentinel 2 Toolbox (s2tbx)

SALib

Sensitivity Analysis Library in Python. Contains Sobol, Morris, FAST, and other methods.

sktime

A unified framework for machine learning with time series

spotpy

A Statistical Parameter Optimization Tool

tigramite

Tigramite is a time series analysis python module for causal discovery. The Tigramite documentation is at

whisper

Robust Speech Recognition via Large-Scale Weak Supervision

wofost-study