Time should be taken seer-iously
☆320Mar 17, 2023Updated 2 years ago
Alternatives and similar repositories for timeseers
Users that are interested in timeseers are comparing it to the libraries listed below
Sorting:
- GAM timeseries modeling with auto-changepoint detection. Inspired by Facebook Prophet and implemented in PyMC3☆326Oct 2, 2020Updated 5 years ago
- Hierarchical Time Series Forecasting with a familiar API☆226May 12, 2023Updated 2 years ago
- BAyesian Model-Building Interface (Bambi) in Python.☆1,244Feb 19, 2026Updated last week
- Extra blocks for scikit-learn pipelines.☆1,382Updated this week
- A Python package for causal inference in quasi-experimental settings☆1,107Updated this week
- Learn Pyro through the M5 forecasting competition☆86Apr 7, 2020Updated 5 years ago
- A Python package for Bayesian forecasting with object-oriented design and probabilistic models under the hood.☆2,038Updated this week
- Hierarchical Time Series Forecasting using Prophet☆144Feb 5, 2021Updated 5 years ago
- Generalized additive models in Python with a Bayesian twist☆78Aug 20, 2025Updated 6 months ago
- Predict time-series with one line of code.☆437Oct 21, 2024Updated last year
- Examples of PyMC models, including a library of Jupyter notebooks.☆371Feb 18, 2026Updated 2 weeks ago
- Gaussian Process Model Building Interface☆52Mar 11, 2025Updated 11 months ago
- Forecasting with Gradient Boosted Time Series Decomposition☆198Jan 11, 2026Updated last month
- 🪜 Bayesian Hierarchical Models at Scale☆51Sep 3, 2021Updated 4 years ago
- (Deprecated) Experimental PyMC interface for TensorFlow Probability. Official work on this project has been discontinued.☆709Oct 4, 2021Updated 4 years ago
- MLflow logging for PyMC☆14Aug 31, 2025Updated 6 months ago
- Exploratory analysis of Bayesian models with Python☆1,784Feb 24, 2026Updated last week
- Repository with code, notebook and slides for my talk at PyConDE & PyData Berlin 2019☆37Dec 8, 2022Updated 3 years ago
- Numpyro examples in Python notebooks☆11Sep 7, 2020Updated 5 years ago
- Probabilistic Hierarchical forecasting 👑 with statistical and econometric methods.☆732Updated this week
- Automatically build ARIMA, SARIMAX, VAR, FB Prophet and XGBoost Models on Time Series data sets with a Single Line of Code. Created by Ra…☆766Aug 20, 2024Updated last year
- Statistical Rethinking (2nd ed.) with NumPyro☆468May 4, 2025Updated 10 months ago
- A library that unifies the API for most commonly used libraries and modeling techniques for time-series forecasting in the Python ecosyst…☆150Feb 21, 2024Updated 2 years ago
- PyMC educational resources☆2,072Dec 23, 2024Updated last year
- Calculates various features from time series data. Python implementation of the R package tsfeatures.☆440Apr 23, 2024Updated last year
- Lightning ⚡️ fast forecasting with statistical and econometric models.☆4,698Updated this week
- Python/PyMC3 port of the examples in " Statistical Rethinking A Bayesian Course with Examples in R and Stan" by Richard McElreath☆877Jun 15, 2020Updated 5 years ago
- A multiverse of Prophet models for timeseries☆74Feb 23, 2026Updated last week
- BATS and TBATS forecasting methods☆183Apr 17, 2023Updated 2 years ago
- bayes-toolbox☆93Jul 2, 2025Updated 8 months ago
- Educational resources☆105Nov 18, 2021Updated 4 years ago
- A Beginner's Guide to Variational Inference☆18Apr 19, 2025Updated 10 months ago
- PyAF is an Open Source Python library for Automatic Time Series Forecasting built on top of popular pydata modules.☆460Updated this week
- Bayesian Bandits☆69Sep 3, 2023Updated 2 years ago
- A simple multicohort LTV calculator for subscriptions☆11Mar 7, 2023Updated 2 years ago
- A Python library for time series forecasting☆81Jun 11, 2025Updated 8 months ago
- pymc-learn: Practical probabilistic machine learning in Python☆232Jan 24, 2021Updated 5 years ago
- An extension of CatBoost to probabilistic modelling☆149Oct 27, 2023Updated 2 years ago
- NeuralProphet: A simple forecasting package☆4,248Jan 8, 2025Updated last year