luke14free / pm-prophetLinks
GAM timeseries modeling with auto-changepoint detection. Inspired by Facebook Prophet and implemented in PyMC3
☆327Updated 5 years ago
Alternatives and similar repositories for pm-prophet
Users that are interested in pm-prophet are comparing it to the libraries listed below
Sorting:
- Time should be taken seer-iously☆317Updated 2 years ago
- pymc-learn: Practical probabilistic machine learning in Python☆232Updated 4 years ago
- ☆159Updated 3 years ago
- Confidence intervals for scikit-learn forest algorithms☆290Updated 6 months ago
- Python package for causal inference using Bayesian structural time-series models.☆241Updated 5 years ago
- A collection of Bayesian data analysis recipes using PyMC3☆561Updated 2 years ago
- A garden for scikit-learn compatible trees☆288Updated last year
- scikit-learn-inspired time series☆200Updated last year
- ☆240Updated 7 years ago
- (Deprecated) Experimental PyMC interface for TensorFlow Probability. Official work on this project has been discontinued.☆712Updated 4 years ago
- ⬛ Python Individual Conditional Expectation Plot Toolbox☆165Updated 5 years ago
- A python library for Bayesian time series modeling☆483Updated last year
- Implementation of statistical models to analyze time lagged conversions☆263Updated last year
- Data Analysis Baseline Library☆728Updated 10 months ago
- ☆90Updated 4 years ago
- A colourful collection of codes and notebooks, like Planet Sakaar☆55Updated 2 years ago
- Statistical Rethinking (2nd Ed) with Tensorflow Probability☆272Updated 3 years ago
- A unified framework for tabular probabilistic regression, time-to-event prediction, and probability distributions in python☆283Updated last week
- A Python implementation of Jerome Friedman's Multivariate Adaptive Regression Splines☆464Updated 2 years ago
- Personal project to compare hierarchical linear regression in PyMC3 and PyStan, as presented at http://pydata.org/london2016/schedule/pre…☆127Updated 9 years ago
- A template for scikit-learn extensions☆338Updated 8 months ago
- ☆232Updated 3 years ago
- Repository with code, notebook and slides for my talk at PyConDE & PyData Berlin 2019☆37Updated 2 years ago
- Implementation of the conjugate prior table for Bayesian Statistics☆52Updated last year
- A library that unifies the API for most commonly used libraries and modeling techniques for time-series forecasting in the Python ecosyst…☆150Updated last year
- Bayesian Additive Regression Trees For Python☆232Updated last year
- Hierarchical Time Series Forecasting using Prophet☆144Updated 4 years ago
- Preparation materials for CEAi Precision Workshop #1 on Bayesian modelling☆58Updated 7 years ago
- Causal Graphical Models in Python☆248Updated 2 years ago
- PyAF is an Open Source Python library for Automatic Time Series Forecasting built on top of popular pydata modules.☆459Updated 2 weeks ago