CIGA
importedtherapeutics/ciga
[NeurIPS 2022] Learning Causally Invariant Representations for Out-of-Distribution Generalization on Graphs
Machine-generated from the listed sources and not yet reviewed by a human.
- Category
- Therapeutics
- Subcategory
- unknown
- License
- MIT(osi)
- Status
- dormant
- Maturity
- deployed
- Organization
- unknown
- Country
- unknown
- Homepage
- arxiv.org/abs/2202.05441
- Repository
- github.com/LFhase/CIGA
- Documentation
- unknown
- Tags
- causal-inference · causal-representation-learning · distribution-shift · drug-discovery · graph-neural-networks · graph-representation-learning · invariant-learning · out-of-distribution-generalization
- Regulatory
- unknown
Top contributors by commit count, from the project’s public repository. Avatars are served by their origin, not stored here. To be removed from this list, open an issue.
Computed from shared tags, weighted so a rare tag counts for more than a common one. These are suggestions, not curated relationships.
- GALAcausal-representation-learning · drug-discovery · graph-neural-networks · graph-representation-learning · invariant-learning · out-of-distribution-generalization
[NeurIPS 2023] Does Invariant Graph Learning via Environment Augmentation Learn Invariance?
- PDGraphercausal-inference · drug-discovery · graph-neural-networks
Combinatorial prediction of therapeutic perturbations using causally-inspired neural networks
- CACHEcausal-inference · graph-neural-networks
[ML4H 2022] This is the code for our paper `Counterfactual and Factual Reasoning over Hypergraphs for Interpretable Clinical Predictions on EHR'.
- BBARdrug-discovery · graph-neural-networks
Official Github for "Molecular generative model via retrosynthetically prepared chemical building block assembly" (Advanced Science)
- BindingAffinitydrug-discovery · graph-neural-networks
Exploring deep learning for predicting the binding affinity between a small molecule (i.e. a drug) and a protein.
- DeNSdrug-discovery · graph-neural-networks
[TMLR 2024 J2C Certification] Generalizing Denoising to Non-Equilibrium Structures Improves Equivariant Force Fields
- api.github.com/repos/LFhase/CIGAretrieved 2026-08-05 · via github-api
Machine-imported from GitHub search. Last push 2023-08-28, 123 stars, license reported as MIT. Category and schematic were assigned by keyword heuristics and are unreviewed.
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/v1/entries/41.json→ .entries["ciga"]
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