jessegrabowski / statespace-presentation
Presentation materials for PyMC Statespace
☆14Updated 2 months ago
Related projects ⓘ
Alternatives and complementary repositories for statespace-presentation
- Explainable Boosted Scoring☆11Updated last month
- ☆87Updated this week
- Nonlinear Nonparametric Statistics☆14Updated 2 years ago
- Wrapper around MLForecast for more plug and play forecasting☆11Updated last year
- Bayesian Estimation and Forecasting of Time Series in statsmodels, for Scipy 2022 conference☆21Updated 2 years ago
- A system for Bayesian estimation of state space models using PyMC☆33Updated last year
- Repository containing the code of the projects presented in my personal website.☆36Updated 2 weeks ago
- An R package to estimate the effect of interventions on univariate time series using ARIMA models☆17Updated 5 months ago
- Nonlinear Nonparametric Statistics☆67Updated last week
- A multiverse of Prophet models for timeseries☆32Updated last week
- Data for and description of the ACIC 2023 data competition☆32Updated last year
- 🪜 Bayesian Hierarchical Models at Scale☆50Updated 3 years ago
- Python implementation for Bellman Conformal Inference algorithm for time series forecasting.☆17Updated 9 months ago
- ☆19Updated last month
- Generalized additive models in Python with a Bayesian twist☆77Updated 5 months ago
- This repository contains the experiments related with a new baseline model that can be used in forecasting weekly time series. This model…☆47Updated 2 years ago
- A Python library that implements scoring utilities, analysis strategies, and visualization methods which can serve uplift modeling use-ca…☆22Updated last year
- Examples of causality maps for time series driven by GitHub actions☆15Updated last year
- Methods and tools for multistep-ahead time series conformal prediction.☆29Updated last week
- Developing Hierarchical Models for Sports Analytics☆18Updated 4 months ago
- A Python Package for Probabilistic Prediction☆22Updated 3 years ago
- Unstructured Code with interesting analysis☆35Updated 3 weeks ago
- Gaussian Process Model Building Interface☆48Updated this week
- A Library for Conformal Hyperparameter Tuning☆27Updated 9 months ago
- Python package for Feature-based Forecast Model Averaging (FFORMA).☆27Updated 4 years ago
- A full example for causal inference on real-world retail data, for elasticity estimation☆45Updated 3 years ago
- Loose collection of Jupyter notebooks, mostly for my blog☆28Updated this week
- Implementation of Conformal Convolution T-learner (CCT) and Conformal Monte Carlo (CMC) learner☆14Updated 5 months ago
- Active multi-fidelity Bayesian online changepoint detection.☆17Updated 3 years ago
- tsbootstrap: generate bootstrapped time series samples in Python☆69Updated 3 weeks ago