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SurvSHAP(t): Time-dependent explanations of machine learning survival models
Random forest with multivariate longitudinal predictors
Basic time series modeling with Stan and Pystan
Interact with your documents using the power of GPT, 100% privately, no data leaks
High performance Python GLMs with all the features!
A conda tool to work with multiple projects in development mode.
Send messages between VBA and OfficeJS, execute code dynamically, interact with COM and more!
GAM timeseries modeling with auto-changepoint detection. Inspired by Facebook Prophet and implemented in PyMC3
Convert python-poetry(pyproject.toml) to setup.py.
Build a conda package from a setuptools project
PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning Models (CIKM 2021)
A curated list of resources focused on Machine Learning in Geospatial Data Science.
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
Predicting the Sales using Time-series forecasting for month-wise data.
Automatic extraction of relevant features from time series:
Tigramite is a python package for causal inference with a focus on time series data. The Tigramite documentation is at
NeuralProphet: A simple forecasting package
Loss Data Analytics is an interactive, online, freely available text. It provides core training on one of the foundations of actuarial science, loss data modeling.
Unbearably fast near-real-time hybrid runtime-static type-checking in pure Python.
A free and open-source alternative to Google Elevation API. Host your own! https://open-elevation.com
A simple, in-browser, markdown-driven slideshow tool.