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100-days-of-ml-code

100 Days of ML Coding

autowrfchem-base

This contains the stand-alone code necessary to automatically run WRF-Chem with NEI and MEGAN emissions, and MOZART boundary conditions

csv2little_r

This procedure is designed to convert csv data file format into LITTLE_R that WRFDA will ingest

dapper

Data Assimilation Package in Python for Experimental Research (DAPPER)

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[email protected] 版权所有，违权必究 Tan 2018.06

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'.

geos-chem

Source code repository for the GEOS-Chem model of atmospheric chemistry and composition.

geoschem-python-tutorial

Python/xarray tutorial for GEOS-Chem users

goagent-always-available

一直可用的GoAgent，会定时扫描可用的google gae ip，提供可自动化获取ip运行的版本

hosts

镜像：https://scaffrey.coding.net/p/hosts/git / https://git.qvq.network/googlehosts/hosts

hpc_repository

ideal-octopy

interview-code-practice-python

面试题

inverse_distance_weighting

Interpolation in D-dimensional spaces using inverse distance weighted, k-nearest neighbours

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.

l96

EnKF for Lorenz 96 model

letkf

Automatically exported from code.google.com/p/miyoshi

lihang-code

《统计学习方法》的代码实现

mcmcf90

Fortran library for MCMC calculations

mcmcpy

Python module for uncertainty quantification using a Markov chain Monte Carlo sampler

netcdf2littler

numpy-100

100 numpy exercises (100% complete)

nvlabs_fourcastnet

Initial public release of code, data, and model weights for FourCastNet from NVlabs

oneflux

Open Network-Enabled Flux processing pipeline

prmlt

Matlab code for machine learning algorithms in book PRML

psu_wrf_enkf

pynetcdf2littler

Python wrapper for netcdf2littler

python-100-days

Python - 100天从新手到大师

python-stratify

Vectorized interpolators that are especially useful for Nd vertical interpolation/stratification of atmospheric and oceanographic datasets