Active learning for optimal intervention design in causal models
☆17Nov 8, 2023Updated 2 years ago
Alternatives and similar repositories for actlearn_optint
Users that are interested in actlearn_optint are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Code to reproduce the experimental results from the paper "Active Invariant Causal Prediction: Experiment Selection Through Stability", b…☆21Jul 6, 2023Updated 2 years ago
- Supervised Training of Conditional Monge Maps☆19Oct 30, 2023Updated 2 years ago
- PerturbNet is a deep generative model that can predict the distribution of cell states induced by chemical or genetic perturbation☆65Jan 12, 2026Updated 4 months ago
- Variational Bayesian GP-LVM model in MATLAB.☆12Jun 8, 2015Updated 11 years ago
- This is the code for the paper Embrace the Gap: VAEs perform Independent Mechanism Analysis, showing that optimizing the ELBO is equivale…☆22Apr 22, 2024Updated 2 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- LEAP is a tool for discovering latent temporal causal relations with gradient-based neural network.☆40Sep 11, 2022Updated 3 years ago
- Python package for the creation, manipulation, and learning of Causal DAGs☆159Apr 12, 2023Updated 3 years ago
- Official Python implementation of Delaunay Component Analysis algorithm☆12May 18, 2022Updated 4 years ago
- [COLM 2024] Large Language Models as Biomedical Hypothesis Generators: A Comprehensive Evaluation☆15Jul 15, 2024Updated last year
- Python implementation of the Invariant Causal Prediction (ICP) algorithm, from the 2015 paper "Causal inference using invariant predictio…☆25Feb 15, 2024Updated 2 years ago
- EMNLP 2024 Tutorial: https://sites.google.com/view/reasoning-with-explanations☆14Apr 15, 2025Updated last year
- Bisect tools for R☆19Sep 20, 2018Updated 7 years ago
- Python implementation of the GES algorithm for causal discovery, from the 2002 paper "Optimal Structure Identification With Greedy Search…☆63Mar 3, 2025Updated last year
- Codebase for Cross-Spectral Factor Analysis (Gallagher et al., 2017)☆15Jan 18, 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.
- ☆15Jan 9, 2022Updated 4 years ago
- code for paper: Identifiability Guarantees for Causal Disentanglement from Soft Interventions☆15Nov 27, 2023Updated 2 years ago
- This repo will contain the code for training DINO models and extracting features☆16Aug 4, 2023Updated 2 years ago
- GenePert: Leveraging GenePT Embeddings for Gene Perturbation Prediction☆22Oct 29, 2024Updated last year
- ☆18Aug 23, 2019Updated 6 years ago
- Causal Inference Using Quasi-Experimental Methods☆21Jan 15, 2021Updated 5 years ago
- Learning Single-Cell Perturbation Responses using Neural Optimal Transport☆175Oct 31, 2024Updated last year
- Agent-based model for systemically-important banks in the EU. Reproduces Cont-Schaanning 2017.☆11May 8, 2021Updated 5 years ago
- DiBS: Differentiable Bayesian Structure Learning, NeurIPS 2021☆53Feb 27, 2024Updated 2 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Supervised Vector-Quantized Autoencoder☆20Jul 6, 2021Updated 4 years ago
- ☆35Feb 21, 2024Updated 2 years ago
- Official repository of the paper "Efficient Neural Causal Discovery without Acyclicity Constraints"☆90Mar 31, 2024Updated 2 years ago
- Reproduction of Curiosity-driven Exploration by Self-supervised Prediction in PyTorch☆13Jun 10, 2019Updated 7 years ago
- Interpretable and model-robust causal inference for heterogeneous treatment effects using generalized linear working models with targeted…☆27Apr 7, 2022Updated 4 years ago
- PSYCH 291: Causal Cognition (https://tobiasgerstenberg.github.io/causal_cognition/)☆13May 23, 2019Updated 7 years ago
- Predicting Cellular Responses with Variational Causal Inference and Refined Relational Information (ICLR 2023)☆18Jun 15, 2025Updated 11 months ago
- The companion code to the paper "Model-based Causal Bayesian Optimization"☆11Nov 16, 2022Updated 3 years ago
- ☆15Nov 23, 2023Updated 2 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- GP Sinkhorn Implementation, paper: https://www.mdpi.com/1099-4300/23/9/1134☆23May 1, 2022Updated 4 years ago
- ☆12Mar 28, 2022Updated 4 years ago
- Bayesian Optimization Meets Self-Distillation, ICCV 2023☆10Aug 28, 2023Updated 2 years ago
- Causal discovery with typed directed acyclic graphs (t-DAG). This is a ServiceNow Research project that was started at Element AI.☆13Jul 6, 2023Updated 2 years ago
- ☆14Mar 16, 2023Updated 3 years ago
- ☆30Aug 21, 2024Updated last year
- Temporal and Causal Reasoning (dataset)☆10Apr 19, 2022Updated 4 years ago