Sanofi-Public / CImpactLinks
Causal inference library for timeseries analysis
☆14Updated 2 months ago
Alternatives and similar repositories for CImpact
Users that are interested in CImpact are comparing it to the libraries listed below
Sorting:
- DoubleML - Double Machine Learning in Python☆614Updated last week
- A scikit-learn-compatible module for comparing imputation methods.☆137Updated 2 months ago
- Python package for Causal Discovery by learning the graphical structure of Bayesian networks. Structure Learning, Parameter Learning, Inf…☆527Updated last week
- Multiple Imputation with LightGBM in Python☆384Updated 11 months ago
- A scikit-learn-compatible library for estimating prediction intervals and controlling risks, based on conformal predictions.☆1,435Updated this week
- A Python package for causal inference in quasi-experimental settings☆1,017Updated this week
- Python package for conformal prediction☆512Updated 3 weeks ago
- AutoML for causal inference.☆225Updated 7 months ago
- Python Causal Impact Implementation Based on Google's R Package. Built using TensorFlow Probability.☆642Updated 6 months ago
- Quantile Regression Forests compatible with scikit-learn.☆234Updated last week
- Notes, exercises and other materials related to causal inference, causal discovery and causal ML.☆140Updated 11 months ago
- Python implementation of binary and multi-class Venn-ABERS calibration☆165Updated last week
- Salesforce CausalAI Library: A Fast and Scalable framework for Causal Analysis of Time Series and Tabular Data☆293Updated 2 months ago
- ☆13Updated 5 months ago
- 👖 Conformal Tights adds conformal prediction of coherent quantiles and intervals to any scikit-learn regressor or Darts forecaster☆111Updated 2 months ago
- Code for the Book Causal Inference in Python☆327Updated last year
- 👋 Puncc is a python library for predictive uncertainty quantification using conformal prediction.☆337Updated last month
- ☆496Updated 7 months ago
- A Python package for modular causal inference analysis and model evaluations☆781Updated 3 months ago
- Probabilistic Hierarchical forecasting 👑 with statistical and econometric methods.☆681Updated last week
- The repository to showcase the best framework for tabular data - the Awesome CatBoost☆244Updated 3 weeks ago
- ☆22Updated last year
- [Experimental] Global causal discovery algorithms☆105Updated 3 weeks ago
- Dataset shift diagnostics in Python☆33Updated last year
- 𝗢𝘄𝗻 𝗬𝗼𝘂𝗿 𝗗𝗮𝘁𝗮 𝗦𝗰𝗶𝗲𝗻𝗰𝗲. Skore's open-source Python library accelerates ML model development with automated evaluation re…☆508Updated last week
- GPU-accelerated MDP solvers in Python with JAX☆18Updated 3 months ago
- A Python package for causal inference using Synthetic Controls☆185Updated last year
- Python implementation of the original R sensemakr package: https://github.com/carloscinelli/sensemakr☆51Updated 2 months ago
- A power-full Shapley feature selection method.☆210Updated last year
- Shapley Interactions and Shapley Values for Machine Learning☆580Updated this week