Causal Inference & Deep Learning, MIT IAP 2018
☆90Jan 18, 2018Updated 8 years ago
Alternatives and similar repositories for iap-cidl
Users that are interested in iap-cidl are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆30Nov 15, 2018Updated 7 years ago
- Applied Probabilistic Programming & Bayesian Machine Learning (MIT IAP 2017)☆32Feb 8, 2017Updated 9 years ago
- Causal Simulations for Uplift Modeling☆12Jan 22, 2020Updated 6 years ago
- A every-so-often-updated collection of every causality + machine learning paper submitted to arXiv in the recent past.☆415Sep 10, 2020Updated 5 years ago
- Implementation of paper Long-Term Effect Estimation with Surrogate Representation☆13Oct 20, 2020Updated 5 years 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.
- Code for "Counterfactual Off-Policy Evaluation with Gumbel-Max Structural Causal Models" (ICML 2019)☆48Sep 28, 2020Updated 5 years ago
- Package for causal inference in graphs and in the pairwise settings. Tools for graph structure recovery and dependencies are included.☆1,236Oct 13, 2025Updated 9 months ago
- Materials for a proposed Causal Inference Tutorial session at SciPy 2023☆12Jul 8, 2023Updated 3 years ago
- Code and data for decision making under strategic behavior, NeurIPS 2020 & Management Science 2024.☆29Feb 28, 2024Updated 2 years ago
- ☆32Jul 8, 2018Updated 8 years ago
- A unified interface for the estimation of causal networks☆22Feb 17, 2020Updated 6 years ago
- This tutorial will introduce key concepts in machine learning-based causal inference. This tutorial is used by professor Susan Athey in t…☆14Jul 21, 2023Updated 3 years ago
- Attentional Mechanism incorporated in Asynchronous Advantage Actor Critic a3c/a2c deep mind☆10Jan 9, 2018Updated 8 years ago
- Contains all materials for the paper "A counterfactual simulation model of causal judgment".☆25Jul 15, 2021Updated 5 years 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.
- Intro to Julia for Scientific Software Club at Cornell☆20Nov 6, 2017Updated 8 years ago
- Python package for the creation, manipulation, and learning of Causal DAGs☆163Apr 12, 2023Updated 3 years ago
- Official repository for "DEnsity: Open-domain Dialogue Evaluation Metric using Density Estimation (ACL2023 Findings)"☆11May 23, 2023Updated 3 years ago
- Code for the paper "Optimal Off-Policy Evaluation from Multiple Logging Policies"☆15Jul 17, 2021Updated 5 years ago
- Causal Effect Inference with Deep Latent-Variable Models☆369Jul 17, 2020Updated 6 years ago
- This repository is the code implementing some classic algorithms in co-location pattern minning.☆13May 9, 2014Updated 12 years ago
- References for Papers at the Intersection of Causality and Fairness☆18Dec 3, 2018Updated 7 years ago
- Comp 781 Project☆10Jan 2, 2026Updated 7 months ago
- Repository for theory and methods for Out-of-Distribution (OoD) generalization☆63Mar 4, 2022Updated 4 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.
- ☆14Jul 5, 2023Updated 3 years ago
- This material has been created based on the tutorials of the course 14.388 Inference on Causal and Structural Parameters Using ML and AI …☆18May 5, 2023Updated 3 years ago
- Limited automatic tabular ML pipelines for generic MEDS datasets.☆19Apr 14, 2026Updated 3 months ago
- Supercharging Imbalanced Data Learning WithCausal Representation Transfer☆12Nov 29, 2021Updated 4 years ago
- NAACL 2022 Findings☆15May 4, 2022Updated 4 years ago
- A tensorflow implementation of the NIPS 2018 paper "Variational Inference with Tail-adaptive f-Divergence"☆20Jan 11, 2019Updated 7 years ago
- Obsidian Settings Manager - manage Obsidian settings across multiple vaults.☆19May 6, 2024Updated 2 years ago
- Towards causal inference for spatio-temporal data: conflict and forest loss in Colombia☆25Jan 11, 2022Updated 4 years ago
- A data index for learning causality.☆493Oct 25, 2023Updated 2 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- An index of algorithms for learning causality with data☆3,276Jan 22, 2025Updated last year
- Python package for causal inference using Bayesian structural time-series models.☆242Jul 30, 2020Updated 6 years ago
- Causal Inference with Invariant Prediction☆25Dec 7, 2020Updated 5 years ago
- Featurized Density Ratio Estimation☆20Jul 11, 2021Updated 5 years ago
- Probabilistic Inference for NOvel Therapeutics☆15Feb 5, 2022Updated 4 years ago
- Companion code to CoRL 2019 paper: E Bıyık, M Palan, NC Landolfi, DP Losey, D Sadigh. "Asking Easy Questions: A User-Friendly Approach to…☆18Oct 13, 2020Updated 5 years ago
- Python numba implementation of Zemel et al. 2013☆27Aug 10, 2020Updated 6 years ago