centurylee's repositories
whisper
Robust Speech Recognition via Large-Scale Weak Supervision
Awesome-GEE
A curated list of Google Earth Engine resources
epicrop
Simulation modelling of crop diseases using a Susceptible-Exposed-Infectious-Removed (SEIR) model in R
sktime
A unified framework for machine learning with time series
ai-edu
AI education materials for Chinese students, teachers and IT professionals.
pymc
Probabilistic Programming in Python: Bayesian Modeling and Probabilistic Machine Learning with Aesara
eo-learn
Earth observation processing framework for machine learning in Python
corner.py
Make some beautiful corner plots
ApsimX
ApsimX is the next generation of APSIM
s2tbx
Sentinel 2 Toolbox (s2tbx)
spotpy
A Statistical Parameter Optimization Tool
climate_indices
Climate indices for drought monitoring, community reference implementations in Python
geog-312
First Steps in GIS Programming (GEOG 312) at the University of Tennessee, Knoxville
pyTSEB
A python Two Source Energy Balance model for estimation of evapotranspiration with remote sensing data
dtaidistance
Time series distances: Dynamic Time Warping (DTW)
tigramite
Tigramite is a time series analysis python module for causal discovery. The Tigramite documentation is at
nlopt
library for nonlinear optimization, wrapping many algorithms for global and local, constrained or unconstrained, optimization
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】
SALib
Sensitivity Analysis Library in Python. Contains Sobol, Morris, FAST, and other methods.
MEDIUM_NoteBook
Repository containing notebooks of my posts on Medium
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.
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.
pyPhenology
Plant phenology models in python with a scikit-learn inspired API
pansharpening-cnn-python-version
This is the python implementation of the paper Target-Adaptive CNN Based Pansharpening.
linearmodels
Add linear models including instrumental variable and panel data models that are missing from statsmodels.