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hybrid_precipitation_index

Example code that calculates the Hybrid Precipitation Index described in Chelton and Risien, 2020.

hymodbluecat

Codes working in the R environment to apply rainfall-runoff hydrological models

kpca-eigen

Kernel principal component analysis using the Eigen linear algebra library [machine learning]

leafmap

A Python package for interactive mapping and geospatial analysis with minimal coding in a Jupyter environment

loader.2nc

A loadeR extension for writing grids to netCDF

lstm

A simple tutorial on long short-term memory (LSTM) in Python

machine-learning-models

Decision Trees, Random Forest, Dynamic Time Warping, Naive Bayes, KNN, Linear Regression, Logistic Regression, Mixture Of Gaussian, Neural Network, PCA, SVD, Gaussian Naive Bayes, Fitting Data to Gaussian, K-Means

machinelearning_ka_chilla

mediation

R package mediation

ml-youtube-courses

📺 A place to discover the latest machine learning courses on YouTube.

mlflow

Open source platform for the machine learning lifecycle

model_evaluation

Python code for evaluating geophysical models using conventional and triple collocation methods

modeltime

Modeltime unlocks time series forecast models and machine learning in one framework

modeltime.ensemble

Time Series Ensemble Forecasting

modeltime.h2o

Forecasting with H2O AutoML. Use the H2O Automatic Machine Learning algorithm as a backend for Modeltime Time Series Forecasting.

modeltime.resample

Resampling Tools for Time Series Forecasting with Modeltime

monte-carlo-simulation

nlp-with-python

Scikit-Learn, NLTK, Spacy, Gensim, Textblob and more

nn-svg

Publication-ready NN-architecture schematics.

notebooks

Notebooks of papers from the SantanderMetGroup

openet-landsat-lst

OpenET Landsat LST sharpening

openet-ptjpl

Earth Engine PT-JPL ET Model

openet-refet-gee

ASCE Standardized Reference Evapotranspiration Functions for Google Earth Engine (GEE)

openet-ssebop

Earth Engine SSEBop ET Model

ourcodingclub.github.io

The main repository for the Coding Club website

pbp_cookiecutter

Cookiecutter template for data analysis

pbpython

Code, Notebooks and Examples from Practical Business Python

pca-from-scratch-iris-dataset

Implementing PCA from Scratch for iris dataset

perceptron

A simple tutorial on perceptron in Python

phenofit

R package: A state-of-the-art Vegetation Phenology extraction package, phenofit