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import cdsapi
c = cdsapi.Client()
c.retrieve(
'reanalysis-era5-land',
{
'format': 'netcdf',
'variable': '2m_temperature',
'year': '2021',
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josephhardinee / dump
Created June 30, 2021 16:37
ML Paper dump from Reading Group
Zanna, Laure; Bolton, Thomas Data-Driven Equation Discovery of Ocean Mesoscale Closures
Toms, Benjamin A.; Kashinath, Karthik; Prabhat; Yang, Da Testing the Reliability of Interpretable Neural Networks in Geoscience Using the Madden-Julian Oscillation
Rasp, Stephan Coupled online learning as a way to tackle instabilities and biases in neural network parameterizations: general algorithms and Lorenz 96 case study (v1.0)
Mooers, Griffin; Tuyls, Jens; Mandt, Stephan; Pritchard, Michael; Beucler, Tom Generative Modeling for Atmospheric Convection
Mooers, Griffin; Pritchard, Mike; Beucler, Tom; Ott, Jordan; Yacalis, Galen; Baldi, Pierre; Gentine, Pierre Assessing the Potential of Deep Learning for Emulating Cloud Superparameterization in Climate Models with Real-Geography Boundary Conditions
Grönquist, Peter; Yao, Chengyuan; Ben-Nun, Tal; Dryden, Nikoli; Dueben, Peter; Li, Shigang; Hoefler, Torsten Deep Learning for Post-Processing Ensemble Weather Forecasts
Gao, Han; Sun, Luning; Wang, Jian-Xun PhyGeoNet: Physics-
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josephhardinee / python_startup.md
Last active December 15, 2020 17:56
Starting up with Python - Some Random tips

A very quick and incomplete guide to starting up with Python

General instructions are

  1. Get Python by choosing one of:
    1. Anaconda. (https://www.anaconda.com/products/individual)
    2. Module that has anaconda (module load anaconda ) if system supports it
  2. Update condarc file (See entry below
  3. Install mamba in base environment ( conda install -c conda-forge mambas
  4. Create virtual environment:
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josephhardinee / spotifyprogrammingplaylists.md
Created March 20, 2019 14:00
Spotify Programming Playlists
  1. Piano Covers of Pop Songs: https://open.spotify.com/user/henryecker/playlist/4SBOdi7IMfCrYKZqCqtuXA?si=FL1axIJTTTqYWXYqS6QICw

  2. Extreme focus coding music: Primarily EDM with little to no vocals https://open.spotify.com/user/nebosite/playlist/0hy2h4wf2A3JWvMzK48REE?si=KlMRgPm8QfiC6N9Z-A6jAQ

  3. High Energy programming mix: Most songs have vocals but good for brainstorming portions. https://open.spotify.com/user/jhardinee/playlist/022CloUnijfD00ziUEXJ66?si=WCKBLFEbQmmym-0DNgFLRA

  4. Dubstep study: Dubstep with no vocals

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from mayavi import mlab
from numpy import *
import pyart
from matplotlib import pyplot as plt
filename = '/Users/jhardin/Data/iflood/npol/ppi/np1130503061041.RAWCJA2'
radar = pyart.io.read(filename)
#ZH = radar.fields['reflectivity_horizontal']['data'][0:1024,:]