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clustering

clustering of mixed variables with kmeans, meanshift, kprototypes, one-hot encoding, inertia and silhouette scores

clv

customer lifetime value BG/NBD model

darts

Python Darts time series tutorial

darts_ensemblefc

Python time series ensemble forecasts with Darts

darts_rnn

recurrent neural networks in Python Darts

darts_tcn_rnn

time series forecasting with TCN and RNN neural networks in Darts

distfitter

SciPy distribution fitting

es_energy_transformer

Python Darts deep forecasting models

loopkillers

Python's zip and comprehensions against loops

mc_copulas

Python Monte Carlo simulation with Gaussian copulas and SciPy

mcerp1

Python Monte Carlo simulation

medium_tds

montecarlosim

Monte Carlo simulations with SciPy

paramsurvival

tutorial parametric survival analysis with SciPy

pert

PERT distribution SciPy

prophet_traipses

Python multi-method time series forecasts with Darts

pysurvival_csf

customer churn with PySurvival's conditional survival forest

sklift

Uplift Modeling with scikit-lift

st_medium

SARIMAX forecast tool: Python demo web app with Streamlit

tft_darts

probabilistic forecasting with Temporal Fusion Transformer

xw_medium

Python SARIMAX forecast as an Excel function with xlwings