Dermatology ddx dataset, Jax implementations of Monte Carlo conformal prediction, plausibility regions and statistical annotation aggregation from our recent work on uncertain ground truth (TMLR'23 and ArXiv pre-print).
☆677Mar 28, 2024Updated 2 years ago
Alternatives and similar repositories for uncertain_ground_truth
Users that are interested in uncertain_ground_truth are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A professionally curated list of awesome Conformal Prediction videos, tutorials, books, papers, PhD and MSc theses, articles and open-sou…☆1,196Updated this week
- A Python toolbox for conformal prediction research on deep learning models, using PyTorch.☆454Nov 1, 2025Updated 5 months ago
- Python package for conformal prediction☆563Oct 9, 2025Updated 6 months ago
- Lightweight, useful implementation of conformal prediction on real data.☆1,031Nov 14, 2025Updated 5 months ago
- Extension of crepes package, to enable weighted conformal prediction and conformal predictive systems that can handle covariate shifts.☆24Feb 18, 2025Updated last year
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- The repository to showcase the best framework for tabular data - the Awesome CatBoost☆280Aug 15, 2025Updated 7 months ago
- The best repository showing why transformers might not be the answer for time series forecasting and showcasing the best SOTA non transfo…☆847Feb 12, 2026Updated 2 months ago
- A Library for Uncertainty Quantification.☆923Apr 23, 2025Updated 11 months ago
- Collection of tests performed during the study of the new Kolmogorov-Arnold Neural Networks (KAN)☆41Feb 25, 2025Updated last year
- Various Conformal Prediction methods implemented from scratch in pure NumPy for an educational purpose.☆229Jan 14, 2024Updated 2 years ago
- Practical Guide to Applied Conformal Prediction, published by Packt☆201Mar 2, 2026Updated last month
- This repository contains a Jax implementation of conformal training corresponding to the ICLR'22 paper "learning optimal conformal classi…☆130Aug 16, 2022Updated 3 years ago
- Python implementation of binary and multi-class Venn-ABERS calibration☆197Mar 8, 2026Updated last month
- Conformal Prediction - A Practical Guide with MAPIE☆18Feb 18, 2024Updated 2 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- Causal Impact but with MFLES and conformal prediction intervals☆33Dec 31, 2024Updated last year
- 👋 Puncc is a python library for predictive uncertainty quantification using conformal prediction.☆380Updated this week
- Shapley Interactions and Shapley Values for Machine Learning☆711Updated this week
- This repository contains everything you need to become proficient in Time Series Analysis and Forecasting☆321Jan 27, 2024Updated 2 years ago
- ☆48Jan 13, 2025Updated last year
- A scikit-learn-compatible library for estimating prediction intervals and controlling risks, based on conformal predictions.☆1,529Updated this week
- Methods and tools for multistep-ahead time series conformal prediction.☆44Feb 5, 2026Updated 2 months ago
- Getting crystal-like representations with harmonic loss☆195Apr 2, 2025Updated last year
- A Library for Conformal Hyperparameter Tuning☆104Nov 24, 2025Updated 4 months ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Uncertainty quantification with PyTorch☆380Apr 1, 2026Updated last week
- Machine Learning in Finance: From Theory to Practice Book☆2,550Jun 13, 2020Updated 5 years ago
- This is the repository for the CONFLARE (CONformal LArge language model REtrieval) Python package.☆22Apr 19, 2024Updated last year
- Entropy Based Sampling and Parallel CoT Decoding☆3,431Nov 13, 2024Updated last year
- Conformal prediction for time-series applications.☆139Nov 30, 2023Updated 2 years ago
- A series of interactive labs we prepared for the Chartered Financial Data Scientist Certification. The content of the series is based on …☆213Jul 25, 2024Updated last year
- QLoRA for Masked Language Modeling☆23Sep 11, 2023Updated 2 years ago
- PAC-Bayes generalization certificates for ICP☆22Nov 16, 2023Updated 2 years ago
- ☆6,260Updated this week
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- A JAX research toolkit for building, editing, and visualizing neural networks.☆1,877Jun 22, 2025Updated 9 months ago
- This is the official code release for Bayesian Flow Networks.☆312Jul 18, 2024Updated last year
- Automatic Integration for Neural Spatio-Temporal Point Process models (AI-STPP) is a new paradigm for exact, efficient, non-parametric inf…☆25Oct 14, 2024Updated last year
- Flax is a neural network library for JAX that is designed for flexibility.☆7,152Updated this week
- Official code for: Conformal prediction interval for dynamic time-series (conference, ICML 21 Long Presentation) AND Conformal prediction…☆131Nov 25, 2023Updated 2 years ago
- High-quality implementations of standard and SOTA methods on a variety of tasks.☆1,570Mar 24, 2026Updated 3 weeks ago
- Cleanlab's open-source library is the standard data-centric AI package for data quality and machine learning with messy, real-world data …☆11,420Jan 13, 2026Updated 3 months ago