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captum

Model interpretability and understanding for PyTorch

chinese-programmer-wrong-pronunciation

**程序员容易发音错误的单词

climatemachine.jl

Climate Machine: an Earth System Model that automatically learns from data

climatevariabilitystreamflow

Climate Variability Imprinted on Streamflow in California.

code-swe

Snow water equivalent modeling for Western CONUS and Rocky Mountain Area

deepweather

Predicting weather by machine learning.

diff-down1

dl4sci-pytorch-webinar

docs

TensorFlow documentation

droughtprediction

force-code

leetcode

🎓Leetcode solutions in Python 📚

metaearth

Download and access remote sensing data from any platform

multiple_forcing

nersc-rapids-workshop

NERSC RAPIDS Workshop 2020

neuralhydrology

Python library to train neural networks with a strong focus on hydrological applications.

precipitation-prediction-convlstm-keras

Convolutional LSTM neural network to extrapolate radar images, and predict rainfall - CIKM 2017 contest

presentation

Presentations

probabilistic-downscaling-of-climate-variables

Probabilistic Downscaling of Climate Variables Using Denoising Diffusion Probabilistic Models

scikit-and-tensorflow-workbooks

based on "Hands-On Machine Learning with Scikit-Learn & TensorFlow" (O'Reilly, Aurelien Geron)

simpsom

Python library for Self-Organizing Maps

sompy

A Python Library for Self Organizing Map (SOM)

streamflow

streamflow projection

tonic

A pre/post processing toolbox for hydrologic models

ucdavisphdthesistemplate

This is a template for UC Davis PhD dissertation.