gaseous Goto Github PK

ai-earth-enso

时空序列预测模型

ai4ess-hackathon-2020

ams-ml-python-course

Machine Learning in Python for Environmental Science Problems AMS Short Course Material

capsnet

Tensorflow implementation of capsule network (CapsNet) for traffic prediction.

carpenter_workshop

Brian's python workshop, where he keeps his tools, paint, and anything else useful.

cartopy

Cartopy - a cartographic python library with matplotlib support

cesm_mom6_progress

Collection of notebooks summarizing the development of CESM/MOM6

climetlab

Python package to easy access to weather and climate data

deep-learning-predicts-el-nino-southern-oscillation

use CNN-ResNet model to predict ENSO

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

deeplearning-models

A collection of various deep learning architectures, models, and tips

dl4enso

**Deep learning for multi-year ENSO forecasts** 复现工作相关代码、数据

dl4enso-1

Deep Learning Predicts ENSO

dl4es

dl4seas

Repository for experiments using Deep Learning for Seasonal Climate Forecasting over New Zealand

dlc_extreme

dlwp

Deep Learning Weather Prediction

enso-forcasting

Improving the forecasting accuracy of ENSO through deep learning

enso-math

enso_cmip6

Analysis related to ENSO across the CMIP6 models

enso_forecast

hands-on-data-analysis-with-pandas-2nd-edition

Materials for following along with Hands-On Data Analysis with Pandas – Second Edition

inventory-dashboard

Visualize GHCN station distribution by time and location.

magics

Plotting package to visualise meteorological data in GRIB, NetCDF, BUFR and ODB format.

ml-visuals

🎨 ML Visuals contains figures and templates which you can reuse and customize to improve your scientific writing.

plotneuralnet

Latex code for making neural networks diagrams

pyearthscience

The PyEarthScience repository created by DKRZ (German Climate Computing Center) provides Python scripts and Jupyter notebooks in particular for scientific data processing and visualization used in climate science. It contains scripts for visualization, I/O, and analysis using PyNGL, PyNIO, xarray, cfgrib, xesmf, cartopy, and others.

seasonal_forecasting

A Python code for producing statistical seasonal forecasts in Europe

skillmetrics

A Python library for calculating and displaying the skill of model predictions against observations.

the-python-graph-gallery

A website displaying hundreds of charts made with Python