Resources for education in statistics and machine learning: from advanced undergraduate to research level
☆107May 19, 2024Updated last year
Alternatives and similar repositories for stat-ml-edu
Users that are interested in stat-ml-edu are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- CausalDisco contains baseline algorithms and analytics tools for Causal Discovery. The package can be installed by running `pip install C…☆16Nov 18, 2023Updated 2 years ago
- Materials for STAT 991: Topics In Modern Statistical Learning (UPenn, 2022 Spring) - uncertainty quantification, conformal prediction, ca…☆179May 17, 2024Updated last year
- Code for Conformal Counterfactual Inference under Hidden Confounding (KDD’24)☆11Aug 30, 2024Updated last year
- Conformal Locally Valid interval-Estimates for Regression☆17Sep 27, 2024Updated last year
- General tips to drive your research at Mila☆23May 14, 2024Updated last year
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting with the flexibility to host WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Cloudways by DigitalOcean.
- Codes to reproduce results in the paper☆10Apr 9, 2021Updated 5 years ago
- Computing with Eigenvalue Distributions of Large Random Matrices of the Covariance Type☆15Feb 16, 2018Updated 8 years ago
- JAX-accelerated nuclear equation of state inference and TOV solvers☆10Apr 2, 2026Updated last week
- Causal Inference for Time Series Data (with CausalML Demo)☆14Jun 11, 2023Updated 2 years ago
- Package for data-driven and phenomenological gravitational waveform models☆12Mar 27, 2026Updated last week
- Numerical relativity surrogate waveform in Jax☆19Aug 14, 2025Updated 7 months ago
- Econ5150@CUHK☆21Mar 26, 2026Updated 2 weeks ago
- ACM CHIL 2021: "Enabling Counterfactual Survival Analysis with Balanced Representations"☆13Apr 4, 2021Updated 5 years ago
- Materials for class on topics in deep learning (STAT 991, UPenn/Wharton)☆96Dec 29, 2022Updated 3 years ago
- DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- 👖 Conformal Tights adds conformal prediction of coherent quantiles and intervals to any scikit-learn regressor or Darts forecaster☆116Apr 1, 2026Updated last week
- A package for statistically rigorous scientific discovery using machine learning. Implements prediction-powered inference.☆281Feb 24, 2026Updated last month
- Tutorial_Computational_Causal_Inference_Estimators☆38Oct 29, 2021Updated 4 years ago
- The pygformula implements the parametric g-formula in Python. The parametric g-formula (Robins, 1986) uses longitudinal data with time-va…☆32Feb 25, 2026Updated last month
- surrogate fits for binary black-hole remnants☆10Dec 10, 2025Updated 3 months ago
- Various Conformal Prediction methods implemented from scratch in pure NumPy for an educational purpose.☆229Jan 14, 2024Updated 2 years ago
- A simulation-based Inference (SBI) library designed for stochastic gravitational wave background data analysis☆16Jan 27, 2025Updated last year
- Awesome data portal.☆24Jan 23, 2018Updated 8 years ago
- ☆27Mar 24, 2025Updated last year
- Wordpress hosting with auto-scaling on Cloudways • AdFully Managed hosting built for WordPress-powered businesses that need reliable, auto-scalable hosting. Cloudways SafeUpdates now available.
- Scalable open-source software to run, develop, and benchmark causal discovery algorithms☆81Feb 17, 2026Updated last month
- Targeted Maximum Likelihood Estimation for a binary treatment: A tutorial. Statistics in Medicine. 2017☆19Jun 12, 2020Updated 5 years ago
- Request For Comments de la CPESR : travaux en cours ouverts à la discussion.☆10Mar 9, 2026Updated last month
- Code repository for the paper : Causal thinking for decision making on Electronic Health Records: why and how☆25Nov 10, 2023Updated 2 years ago
- Fast Inference for GW Astronomy, Research and Observations☆20Mar 16, 2026Updated 3 weeks ago
- lvm4net Latent Variable Models for Networks☆11Dec 10, 2021Updated 4 years ago
- Orthogonal Quantile Regression☆11Oct 21, 2021Updated 4 years ago
- Adaptive and Reliable Classification: efficient conformity scores for multi-class classification problems☆33Jan 27, 2023Updated 3 years ago
- Learning causal or non-causal graphical models using information theory☆35Feb 13, 2026Updated last month
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click and start building anything your business needs.
- Integrated tool for model development and validation☆34Nov 7, 2025Updated 5 months ago
- Special functions in Jax☆18Mar 1, 2025Updated last year
- Exploring retrieval systems for language models☆14Apr 12, 2025Updated 11 months ago
- ☆26Aug 7, 2024Updated last year
- Github Actions to open an issue when a retracted article is discovered in a .bib file☆11Mar 26, 2026Updated 2 weeks ago
- A professionally curated list of awesome Conformal Prediction videos, tutorials, books, papers, PhD and MSc theses, articles and open-sou…☆1,196Mar 1, 2026Updated last month
- ☆32Feb 13, 2024Updated 2 years ago