valeman / awesome-conformal-predictionLinks
A professionally curated list of awesome Conformal Prediction videos, tutorials, books, papers, PhD and MSc theses, articles and open-source libraries.
☆1,033Updated this week
Alternatives and similar repositories for awesome-conformal-prediction
Users that are interested in awesome-conformal-prediction are comparing it to the libraries listed below
Sorting:
- Lightweight, useful implementation of conformal prediction on real data.☆968Updated 4 months ago
- The best repository showing why transformers might not be the answer for time series forecasting and showcasing the best SOTA non transfo…☆778Updated 3 weeks ago
- A scikit-learn-compatible library for estimating prediction intervals and controlling risks, based on conformal predictions.☆1,481Updated this week
- Python package for conformal prediction☆539Updated last month
- A Library for Uncertainty Quantification.☆919Updated 6 months ago
- Dermatology ddx dataset, Jax implementations of Monte Carlo conformal prediction, plausibility regions and statistical annotation aggrega…☆649Updated last year
- PiML (Python Interpretable Machine Learning) toolbox for model development & diagnostics☆1,271Updated 7 months ago
- Lightning ⚡️ fast forecasting with statistical and econometric models.☆4,568Updated last week
- A Python toolbox for conformal prediction research on deep learning models, using PyTorch.☆433Updated last week
- Shapley Interactions and Shapley Values for Machine Learning☆627Updated last week
- Practical Guide to Applied Conformal Prediction, published by Packt☆192Updated 2 months ago
- nannyml: post-deployment data science in python☆2,104Updated 3 months ago
- Scalable machine 🤖 learning for time series forecasting.☆1,088Updated 3 weeks ago
- Interpretable ML package 🔍 for concise, transparent, and accurate predictive modeling (sklearn-compatible).☆1,509Updated 2 months ago
- Compilation of high-profile real-world examples of failed machine learning projects☆742Updated last year
- Causal Inference and Discovery in Python by Packt Publishing☆938Updated 2 months ago
- Compendium of free ML reading resources☆418Updated last month
- A Python package for causal inference in quasi-experimental settings☆1,054Updated last week
- Time series forecasting with machine learning models☆1,398Updated this week
- Time-series machine learning at scale. Built with Polars for embarrassingly parallel feature extraction and forecasts on panel data.☆1,154Updated last month
- Various Conformal Prediction methods implemented from scratch in pure NumPy for an educational purpose.☆224Updated last year
- A Python package for Bayesian forecasting with object-oriented design and probabilistic models under the hood.☆2,011Updated 5 months ago
- The repository to showcase the best framework for tabular data - the Awesome CatBoost☆265Updated 2 months ago
- The balance python package offers a simple workflow and methods for dealing with biased data samples when looking to infer from them to s…☆710Updated this week
- The book every data scientist needs on their desk.☆981Updated last month
- Probabilistic Hierarchical forecasting 👑 with statistical and econometric methods.☆710Updated 3 weeks ago
- Scalable and user friendly neural forecasting algorithms.☆3,819Updated this week
- Python-centered read-along of Forecasting: Principles and Practice☆509Updated last month
- Quickly build Explainable AI dashboards that show the inner workings of so-called "blackbox" machine learning models.☆2,452Updated 3 months ago
- Uncertainty Toolbox: a Python toolbox for predictive uncertainty quantification, calibration, metrics, and visualization☆1,943Updated 8 months ago