Hao Li's repositories
DataSciencePython
common data analysis and machine learning tasks using python
ShellTutorial
✨Linux命令行与Shell脚本教程 | 包含常见命令行使用，Bash基础、高级编程，以及实用范例！ | 提供在线网页文档 | 承诺健在即更新✨
aglandscapes-what-or-how
Contains scripts and files related to a study of the relationship between crop yields and compositions and configuration of landscapes
ar6
Figure and data generation for Chapter 7 of the IPCC's Sixth Assessment Report, Working Group 1 (plus assorted other contributions)
bambi
BAyesian Model-Building Interface (Bambi) in Python.
bhm-at-scale
🪜 Bayesian Hierarchical Models at Scale
climate_indices
Climate indices for drought monitoring, community reference implementations in Python
command-line-quick-reference
quick reference on command line tools and techniques
couplings-heat-crops
Data and code for Lesk et al. 2021
Crop-Yields-Hunger-And-Climate
This project focused on predicting future hunger and food scarcity based on different climate conditions.
dea-notebooks
Repository for Digital Earth Australia Jupyter Notebooks: tools and workflows for geospatial analysis with Open Data Cube and xarray
dea-waterbodies
DEA Waterbodies is a product that maps and monitors open waterbodies across Australia. Once a polygon set has been generated corresponding to open waterbodies, each waterbody is tracked over time to record the change in wet surface area over time.
drought_features
run theory to characterize drought indices
gitignore
A collection of useful .gitignore templates
gushi_namer
古诗文起名: 利用诗经 楚辞 唐诗 宋词等给小朋友起名字
hamster
A Heat And MoiSture Tracking framEwoRk (HAMSTER) for the evaluation of Lagrangian models
linearmodels
Add linear models including instrumental variable and panel data models that are missing from statsmodels.
pydata-book
Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media
pydens
PyDEns is a framework for solving Ordinary and Partial Differential Equations (ODEs & PDEs) using neural networks
pymc_workshop
One-day workshop on probabilistic programming with PyMC
pytesmo
python Toolbox for the Evaluation of Soil Moisture Observations
python-resources-for-earth-sciences
A Curated List of Python Resources for Earth Sciences
resources
PyMC3 educational resources
stat_rethinking_2023
Statistical Rethinking Course for Jan-Mar 2023
statrethink-course-numpyro-2019
Statistical Rethinking: A Bayesian Course Using Python and NumPyro
TLCL
《快乐的 Linux 命令行》
visualization-curriculum
A data visualization curriculum of interactive notebooks.
ww_tvol_study
Process global-scale satellite and airborne elevation data into time series of glacier mass change: Hugonnet et al. (2021).
xmca
Maximum Covariance Analysis in Python