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A framework for comprehensive diagnosis and optimization of agents using simulated, realistic synthetic interactions

Python 1,070 133 Updated Apr 28, 2025

In-Situ Evaluator: Real-Time Subsample Analysis

JavaScript 13 1 Updated Jun 4, 2025

Causal reinforcement learning using PROBABILISTIC EASY VARIATIONOAL CAUSAL EFFECT(PEACE)

Jupyter Notebook 3 Updated Feb 20, 2024

Implementation of "Dynamic Causal Effects Evaluation in A/B Testing with a Reinforcement Learning Framework" (JASA 2023)

Python 30 3 Updated Oct 19, 2023

A video question answering dataset that focuses on the dynamics properties of objects (velocity, acceleration) and their collisions within 4D scenes.

Python 14 Updated Apr 23, 2025

Academic job market template

TeX 29 15 Updated Sep 12, 2019

A curated list of causal inference libraries, resources, and applications.

1,013 171 Updated Apr 10, 2025

A curated list of causal reinforcement learning resources.

91 4 Updated Dec 16, 2023

LLM101n: Let's build a Storyteller

33,782 1,836 Updated Aug 1, 2024
Jupyter Notebook 11 1 Updated Sep 8, 2023

Github Pages template based upon HTML and Markdown for personal, portfolio-based websites.

HTML 14,562 43,411 Updated Jun 22, 2025

DynGFN: Bayesian Dynamic Causal Discovery using Generative Flow Networks

Python 54 13 Updated Mar 1, 2024

Conversational Health Agents: A Personalized LLM-powered Agent Framework

Python 91 28 Updated Oct 22, 2024

Notebooks for Applied Causal Inference Powered by ML and AI

Jupyter Notebook 122 52 Updated Mar 18, 2025

GRETEL is a framework for the development and evaluation of Counterfactual Explanation methods for Graph Classifiers

Jupyter Notebook 16 21 Updated Jun 11, 2025

The materials for the Spring Mathematics in Materials course at the UTK MSE

Jupyter Notebook 49 16 Updated May 21, 2024
Python 30 1 Updated May 14, 2024

An experimental language for causal reasoning

Python 214 14 Updated Jun 6, 2025

This open-source project contains the Python implementation of our approach TemporalFC. This project is designed to ease real-world applications of fact-checking over knowledge graphs and produce b…

Python 7 Updated Jan 1, 2025

Quickly makes hitboxes given an image, useful for collision detection. view demo images: https://github.com/PaulleDemon/PyCollision/blob/main/DemoImages.md

Python 9 1 Updated Sep 4, 2024

Ontological Interpretations for Web Property Graphs

Makefile 34 4 Updated Mar 19, 2021
Jupyter Notebook 10 2 Updated May 1, 2023

This repo contains the pytorch implementation for Dynamic Concept Learner (accepted by ICLR 2021).

Python 37 8 Updated Jul 8, 2024

Code for our WaExt paper

Python 5 Updated Feb 17, 2025

Generative Flow Networks

Python 638 77 Updated Feb 28, 2023

[NeurIPS 2021] Dynamic Visual Reasoning by Learning Differentiable Physics Models from Video and Language

Python 46 7 Updated Apr 11, 2023

Code for the Recsys 2018 paper entitled Causal Embeddings for Recommandation.

Python 246 54 Updated Oct 24, 2018
Jupyter Notebook 11 4 Updated Nov 20, 2020
Jupyter Notebook 10 2 Updated Jul 5, 2021

Compositional and Parameter-Efficient Representations for Large Knowledge Graphs (ICLR'22)

Python 142 20 Updated Feb 2, 2022
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