mazhao86 Goto Github PK

bda_r_demos

Bayesian Data Analysis demos for R

cikm-cup-2017

CIKM AnalytiCup 2017: Short-Term Precipitation Forecasting Based on Radar Reflectivity Images

cira_ml_short_course

Notebooks for CIRA (Cooperative Institute for Research in the Atmosphere) machine-learning short course.

convlstm

Spatio-temporal video autoencoder with convolutional LSTMs

csu_radartools

A module of independent functions to do precipitation retrievals from polarimetric radar data

deep-learning-with-python-notebooks

Jupyter notebooks for the code samples of the book "Deep Learning with Python"

deepmind-research

This repository contains implementations and illustrative code to accompany DeepMind publications

example-models

Example models for Stan

flopy

A Python package to create, run, and post-process MODFLOW-based models.

gee-tutorials

Google Earth Engine tutorials

globalhydro

Global high-resolution hydrologic modeling with 2.94 million river reaches (~90 m DEM)

google-research

Google Research

gpm-downscaling

Machine learning based methods for satellite precipitation downscaling

iem

Code that makes the Iowa Environmental Mesonet run, or run into the ground.

introtodeeplearning

Lab Materials for MIT 6.S191: Introduction to Deep Learning

nowcasting

Machine learning model for weather nowcasting (and any type of video prediction)

precipitation-nowcasting

pytorch implemention of trajGRU.

pyart

The Python-ARM Radar Toolkit. A data model driven interactive toolkit for working with weather radar data.

pydsd

Python Library for working with disdrometer data.

pysteps

Python framework for short-term ensemble prediction systems.

python-toolbox-for-rapid

a Python toolbox for the RAPID (Routing Application for Parallel computatIon of Discharge) model.

pytorch-deep-learning

Deep Learning (with PyTorch)

pywrfhydrocalib

Python workflow for automatic calibration of USGS GAGES II basins in the National Water Modeling domain.

rainymotion

Python library for radar-based precipitation nowcasting based on optical flow techniques

rapid

Routing Application for Parallel computatIon of Discharge (RAPID)

rethinking

Statistical Rethinking course and book package

rfmerge

rwrfhydro

A community-contributed tool box for managing, analyzing, and visualizing WRF Hydro (and HydroDART) input and output files in R.

salib

Sensitivity Analysis Library in Python (Numpy). Contains Sobol, Morris, Fractional Factorial and FAST methods.

scripts

Various scripts used to maintain Fink, the web site and the binary distribution. They are not intended for use by the general public.