Detecting Statistical Interactions from Neural Network Weights
☆52May 3, 2020Updated 6 years ago
Alternatives and similar repositories for neural-interaction-detection
Users that are interested in neural-interaction-detection are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆23Mar 24, 2023Updated 3 years ago
- Official Code Repo for the Paper: "How does This Interaction Affect Me? Interpretable Attribution for Feature Interactions", In NeurIPS 2…☆42Oct 31, 2022Updated 4 years ago
- Official PyTorch implementation of "Physics-aware Difference Graph Networks for Sparsely-Observed Dynamics" (https://openreview.net/forum…☆51Feb 19, 2020Updated 6 years ago
- Sequential Uniform Design for Hyperparameter Optimization☆10Nov 4, 2022Updated 4 years ago
- Deep Large-Scale Inference UsingKnockoffs☆11Nov 4, 2021Updated 5 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Data Science Research Project: Map poverty using satellite images.☆11Aug 14, 2020Updated 6 years ago
- Generalized additive model with pairwise interactions☆69Mar 22, 2024Updated 2 years ago
- Source code for "Towards Hierarchical Importance Attribution: Explaining Compositional Semantics for Neural Sequence Models", ICLR 2020.☆29Jun 28, 2020Updated 6 years ago
- Code used for the AAAI 2020 paper "System Identification with Time-Aware Neural Sequence Models"☆16Nov 22, 2019Updated 6 years ago
- ☆13Dec 18, 2023Updated 2 years ago
- ruizhang-ai / HIRS-Detecting_Arbitrary_Order_Beneficial_Feature_Interactions_for_Recommender_SystemsDetecting Arbitrary Order Beneficial Feature Interactions for Recommender Systems, KDD 2022☆24Jul 7, 2022Updated 4 years ago
- End-to-end deep learning toolkit for predicting protein binding sites and motifs.☆45Feb 26, 2019Updated 7 years ago
- Deep direct likelihood knockoffs☆12Feb 2, 2021Updated 5 years ago
- The code of AAAI 2020 paper "Transparent Classification with Multilayer Logical Perceptrons and Random Binarization".☆23Mar 10, 2024Updated 2 years ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- Implementation of the first neural natural logic paper on natural language inference☆10Oct 31, 2022Updated 4 years ago
- Data, results, and code accompanying the manuscript: "Supervised learning is an accurate method for network-based gene classification"☆10Nov 3, 2021Updated 5 years ago
- Official repository for the SENA-discrepancy-VAE model.☆10Aug 20, 2025Updated last year
- Beta Shapley: a Unified and Noise-reduced Data Valuation Framework for Machine Learning (AISTATS 2022 Oral)☆45Nov 10, 2022Updated 3 years ago
- An implementation of vConv layer.☆11Apr 28, 2021Updated 5 years ago
- ☆11Jan 7, 2020Updated 6 years ago
- Github for the NIPS 2020 paper "Learning outside the black-box: at the pursuit of interpretable models"☆14Sep 7, 2022Updated 4 years ago
- Code accompanying the paper "Understanding Bias in Word Embeddings"☆22Dec 8, 2022Updated 3 years ago
- Connecting Interpretability and Robustness in Decision Trees through Separation☆17May 8, 2021Updated 5 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- ☆11Feb 22, 2019Updated 7 years ago
- ☆14Sep 1, 2024Updated 2 years ago
- ☆12Apr 20, 2018Updated 8 years ago
- Hominid: host-microbiome interaction identification☆16Jun 17, 2024Updated 2 years ago
- PECA is a software for inferring context specific gene regulatory network from paired gene expression and chromatin accessibility data☆46Oct 7, 2025Updated last year
- Code and models for our paper "Risk-Aware Machine Learning Classifier for Skin Lesion Diagnosis"☆10Aug 2, 2024Updated 2 years ago
- ☆11Sep 29, 2020Updated 6 years ago
- naïve blockchain in Rust☆10Nov 13, 2020Updated 5 years ago
- ☆15Oct 9, 2022Updated 4 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.
- VQ-TR repository☆12Apr 18, 2024Updated 2 years ago
- Basic autoencoder implementation with Keras.☆10Jul 25, 2018Updated 8 years ago
- Companion Website for the research project on Explorable Multiverse Analysis Reports☆13Jun 20, 2023Updated 3 years ago
- ☆14Jul 27, 2020Updated 6 years ago
- Functional TensorFlow Implementation of Singular Value Decomposition for paper Fast Graph Learning☆13Feb 23, 2021Updated 5 years ago
- ☆18May 25, 2023Updated 3 years ago
- Echo Noise Channel for Exact Mutual Information Calculation☆17Jul 17, 2020Updated 6 years ago