Github for the NIPS 2020 paper "Learning outside the black-box: at the pursuit of interpretable models"
☆14Sep 7, 2022Updated 4 years ago
Alternatives and similar repositories for Symbolic-Pursuit
Users that are interested in Symbolic-Pursuit are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Here I gather promising research directions to make DNNs interpretable☆17Apr 11, 2024Updated 2 years ago
- Codebase for "Demystifying Black-box Models with Symbolic Metamodels", NeurIPS 2019.☆49Oct 26, 2019Updated 7 years ago
- Implementation of "POPCORN: Partially Observed Prediction Constrained Reinforcement Learning" (Futoma, Hughes, Doshi-Velez, AISTATS 2020)☆11May 19, 2021Updated 5 years ago
- Data-IQ: Characterizing subgroups with heterogeneous outcomes in tabular data (NeurIPS 2022)☆18Mar 20, 2023Updated 3 years ago
- Python Implementation of STreeD: Dynamic Programming Approach for Optimal Decision Trees with Separable objectives and Constraints☆21Aug 5, 2026Updated 3 months 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.
- TARNet Model with tensorflow 2 API.☆11Jun 7, 2025Updated last year
- Joint Optimization of Cascade Ranking Models (WSDM 19)☆13Jun 21, 2022Updated 4 years ago
- Implementation of Tabular Neural Gradient Orthogonalization and Specialization (TANGOS). A regularizer for neural networks described in o…☆19Feb 23, 2023Updated 3 years ago
- The code to reproduce CVPR 2021 paper "Towards Robust Classification Model by Counterfactual and Invariant Data Generation"☆16Jul 29, 2021Updated 5 years ago
- NAACL 2022: Can Rationalization Improve Robustness? https://arxiv.org/abs/2204.11790☆27Nov 21, 2022Updated 3 years ago
- Machine learning algorithms for many-body quantum systems. To cite this software publication: https://www.sciencedirect.com/science/artic…☆10Aug 17, 2019Updated 7 years ago
- This repository contains the implementation of Dynamask, a method to identify the features that are salient for a model to issue its pred…☆77May 31, 2022Updated 4 years ago
- This is a limited vector database and RAG system developed with Python, made for R users, designed to generate bleeding-edge responses fr…☆16Mar 11, 2025Updated last year
- Implementation of the first neural natural logic paper on natural language inference☆10Oct 31, 2022Updated 4 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.
- "Deriving Machine Attention from Human Rationales" EMNLP 2018☆26Feb 15, 2019Updated 7 years ago
- C4RepSet: Representative Subset from C4 data for Training Pre-trained LMs☆11Jan 13, 2023Updated 3 years ago
- Inpainting protein sequence and structure☆13Nov 10, 2023Updated 2 years ago
- [NeurIPS 2022] Leveraging Factored Action Spaces for Efficient Offline RL in Healthcare. https://arxiv.org/abs/2305.01738☆11Nov 27, 2022Updated 3 years ago
- Public code release for "Deep Reinforcement Learning for Closed-Loop Blood Glucose Control" (Ian Fox et al.), MLHC 2020. https://arxiv.or…☆13Feb 5, 2021Updated 5 years ago
- ☆11Apr 2, 2024Updated 2 years ago
- Random feature latent variable models in Python☆26Jul 23, 2023Updated 3 years ago
- Connecting Interpretability and Robustness in Decision Trees through Separation☆17May 8, 2021Updated 5 years ago
- ☆27Jun 12, 2023Updated 3 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.
- [MLHC 2021] Model Selection for Offline RL: Practical Considerations for Healthcare Settings. https://arxiv.org/abs/2107.11003☆12Oct 6, 2022Updated 4 years ago
- ☆12Aug 3, 2022Updated 4 years ago
- Tensorflow implementation for the Class-wise Selective Rationalization☆14Feb 15, 2023Updated 3 years ago
- Teaching Material for Course on Formalization Summer Semester 2025 at Uni Greifswald☆19Apr 10, 2026Updated 6 months ago
- ☆24Oct 30, 2026Updated last week
- Code for "On Long-Tailed Phenomena in NMT".☆10Jan 10, 2021Updated 5 years ago
- Code for "Trajectory Inspection: A Method for Iterative Clinician-Driven Design of Reinforcement Learning Studies"☆16Oct 15, 2020Updated 6 years ago
- docker build for cloudcompare in linux xenial☆10Jun 25, 2023Updated 3 years ago
- [ICML 2020] Clinician-in-the-Loop Decision Making: Reinforcement Learning with Near-Optimal Set-Valued Policies. https://arxiv.org/abs/20…☆15Dec 8, 2020Updated 5 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Code to estimate Renormalized Mutual Information in simple settings☆13Mar 8, 2021Updated 5 years ago
- Rationales for Sequential Predictions☆39Mar 10, 2022Updated 4 years ago
- ☆14Jun 7, 2024Updated 2 years ago
- Nonlinear Granger causality inference with neural networks for high-resolution mass spectrometry☆14Oct 31, 2021Updated 5 years ago
- A CUDA implementation of the ZeroOut tensorflow custom op, just for fun☆11Feb 1, 2017Updated 9 years ago
- ☆11Jun 8, 2018Updated 8 years ago
- Save jpeg images in h5py☆13May 1, 2019Updated 7 years ago