valeman / awesome-conformal-prediction
A professionally curated list of awesome Conformal Prediction videos, tutorials, books, papers, PhD and MSc theses, articles and open-source libraries.
☆609Updated 2 weeks ago
Alternatives and similar repositories for awesome-conformal-prediction:
Users that are interested in awesome-conformal-prediction are comparing it to the libraries listed below
- Lightweight, useful implementation of conformal prediction on real data.☆861Updated last year
- The best repository showing why transformers might not be the answer for time series forecasting and showcasing the best SOTA non transfo…☆642Updated this week
- A scikit-learn-compatible library for estimating prediction intervals and controlling risks, based on conformal predictions.☆1,350Updated this week
- A Library for Uncertainty Quantification.☆905Updated last week
- Lightning ⚡️ fast forecasting with statistical and econometric models.☆4,191Updated this week
- Dermatology ddx dataset, Jax implementations of Monte Carlo conformal prediction, plausibility regions and statistical annotation aggrega…☆646Updated 11 months ago
- Python package for conformal prediction☆483Updated 6 months ago
- A Python package for causal inference in quasi-experimental settings☆958Updated last week
- Scalable and user friendly neural forecasting algorithms.☆3,379Updated this week
- A Python toolbox for conformal prediction research on deep learning models, using PyTorch.☆357Updated this week
- PiML (Python Interpretable Machine Learning) toolbox for model development & diagnostics☆1,244Updated 4 months ago
- Scalable machine 🤖 learning for time series forecasting.☆990Updated last week
- Time-series machine learning at scale. Built with Polars for embarrassingly parallel feature extraction and forecasts on panel data.☆1,085Updated 8 months ago
- Various Conformal Prediction methods implemented from scratch in pure NumPy for an educational purpose.☆204Updated last year
- Interpretable ML package 🔍 for concise, transparent, and accurate predictive modeling (sklearn-compatible).☆1,441Updated 2 weeks ago
- Practical Guide to Applied Conformal Prediction, published by Packt☆161Updated last year
- Causal Inference for the Brave and True. A light-hearted yet rigorous approach to learning about impact estimation and causality.☆2,876Updated 3 months ago
- The repository to showcase the best framework for tabular data - the Awesome CatBoost☆227Updated 2 months ago
- Probabilistic Hierarchical forecasting 👑 with statistical and econometric methods.☆633Updated this week
- A Python package for Bayesian forecasting with object-oriented design and probabilistic models under the hood.☆1,958Updated 2 weeks ago
- Quickly build Explainable AI dashboards that show the inner workings of so-called "blackbox" machine learning models.☆2,360Updated 2 months ago
- Uncertainty Toolbox: a Python toolbox for predictive uncertainty quantification, calibration, metrics, and visualization☆1,866Updated 2 weeks ago
- Materials for STAT 991: Topics In Modern Statistical Learning (UPenn, 2022 Spring) - uncertainty quantification, conformal prediction, ca…☆166Updated 10 months ago
- Pen and paper exercises in machine learning☆2,127Updated 10 months ago
- Causal Inference and Discovery in Python by Packt Publishing☆845Updated 7 months ago
- ☆515Updated 10 months ago
- TimeGPT-1: production ready pre-trained Time Series Foundation Model for forecasting and anomaly detection. Generative pretrained transf…☆2,639Updated this week
- Time series forecasting with machine learning models☆1,275Updated this week
- The book every data scientist needs on their desk.☆928Updated 3 weeks ago
- The open source repository for the Causal Modeling in Machine Learning Workshop at Altdeep.ai @ www.altdeep.ai/courses/causalML☆754Updated 7 months ago