liao007's repositories
acccmip6
Python package for accessing and downloading CMIP6 database
annotated_deep_learning_paper_implementations
🧑🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
awesome-machine-learning
A curated list of awesome Machine Learning frameworks, libraries and software.
awesome-python-cn
Python资源大全中文版，包括：Web框架、网络爬虫、模板引擎、数据库、数据可视化、图片处理等，由「开源前哨」和「Python开发者」微信公号团队维护更新。
BEPS_hourly_site
Boreal Ecosystem Productivity Simulator, hourly version for site.
Best-websites-a-programmer-should-visit
:link: Some useful websites for programmers.
china-geospatial-data
China Geospatial Data for GMT
cnmaps
这是一个可以让**地图画起来更丝滑的python扩展包
DA-tutorials
Course on data assimilation (DA)
DAPPER
Data Assimilation with Python: a Package for Experimental Research
DataScienceStudyNotes
这个仓库保管从（数据科学学习手札69）开始的所有代码、数据等相关附件内容
DeepLearning-500-questions
深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为18个章节，50余万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系scutjy2015@163.com 版权所有，违权必究 Tan 2018.06
earthengine-py-notebooks
A collection of 360+ Jupyter Python notebook examples for using Google Earth Engine with interactive mapping
enkf-c
EnKF code for DA with large-scale layered geophysical models.
filterpy
Python Kalman filtering and optimal estimation library. Implements Kalman filter, particle filter, Extended Kalman filter, Unscented Kalman filter, g-h (alpha-beta), least squares, H Infinity, smoothers, and more. Has companion book 'Kalman and Bayesian Filters in Python'.
gsl
GNU Scientific Library with CMake build support and AMPL bindings
GSL-WIN64
Standalone Installer for the GNU Scientific Library
hello-world
Just a case repository
Irrigation_maize_GPP
Supporting Information
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.
model_evaluation
Python code for evaluating geophysical models using conventional and triple collocation methods
OpenDA
Open data assimilation toolbox
proplot
🎨 A lightweight matplotlib wrapper for making beautiful, publication-quality graphics
PyDA
PyDA: A hands-on introduction to dynamical data assimilation with Python
Python
All Algorithms implemented in Python
smap_l4
regrid smap 9km to 0.25degree using xesmf
tiny_python
just tiny python
youtube-dl
Command-line program to download videos from YouTube.com and other video sites