Interpretable and efficient predictors using pre-trained language models. Scikit-learn compatible.
☆42Nov 10, 2025Updated 11 months ago
Alternatives and similar repositories for augmented-interpretable-models
Users that are interested in augmented-interpretable-models are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Finding semantically meaningful and accurate prompts.☆48Oct 30, 2023Updated 3 years ago
- Tree prompting: easy-to-use scikit-learn interface for improved prompting.☆41Oct 24, 2023Updated 3 years ago
- Interpret text data with LLMs (sklearn compatible).☆177Oct 15, 2026Updated 2 weeks ago
- Explanation Optimization☆13Oct 16, 2020Updated 6 years ago
- "Predict, then Interpolate: A Simple Algorithm to Learn Stable Classifiers" ICML 2021☆17Jun 1, 2021Updated 5 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.
- ☆45Apr 22, 2026Updated 6 months ago
- MDL Complexity computations and experiments from the paper "Revisiting complexity and the bias-variance tradeoff".☆18Jun 12, 2023Updated 3 years ago
- CSS-LM: Contrastive Semi-supervised Fine-tuning of Pre-trained Language Models☆11Jul 1, 2023Updated 3 years ago
- Training and evaluating NBM and SPAM for interpretable machine learning.☆77Mar 22, 2023Updated 3 years ago
- ☆12Dec 22, 2025Updated 10 months ago
- AAAI'26, AP2O-Coder: Adaptively Progressive Preference Optimization for Reducing Compilation and Runtime Errors in LLM-Generated Code☆14Jan 16, 2026Updated 9 months ago
- An unofficial implementation of the Infini-gram model proposed by Liu et al. (2024)☆33Jun 19, 2024Updated 2 years ago
- Experiments with experimental rule-based models to go along with imodels.☆18May 22, 2026Updated 5 months ago
- Study in eICU-CRD about vancomycin and associated nephrotoxicity☆10Mar 3, 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.
- Hugging Face RoBERTa with Flash Attention 2☆23Sep 14, 2025Updated last year
- DoWhy 스터디 Gitbook☆10Feb 12, 2023Updated 3 years ago
- "End-to-End encryption is practically a meaningless phrase used by internet-based companies to coax people into believing the modern myth…☆11Sep 12, 2020Updated 6 years ago
- Official implementation for Training Certifiably Robust Neural Networks with Efficient Local Lipschitz Bounds (NeurIPS, 2021).☆25Sep 4, 2022Updated 4 years ago
- The sources paper of our paper "HyperAdam: A Learnable Task-Adaptive Adam for Network Training"☆10Jun 21, 2021Updated 5 years ago
- A Structured Span Selector (NAACL 2022). A structured span selector with a WCFG for span selection tasks (coreference resolution, semanti…☆21Jul 11, 2022Updated 4 years ago
- Materials & References for the Azure AI Hands-On Training☆14Oct 26, 2020Updated 6 years ago
- Implementation of algorithms from the paper "Globally-Consistent Rule-Based Summary-Explanations for Machine Learning Models: Application…☆24Jun 4, 2022Updated 4 years ago
- data collator for UL2 and U-PaLM☆29Aug 20, 2023Updated 3 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- A Natural Language Interface to Explainable Boosting Machines☆72Jul 5, 2024Updated 2 years ago
- Official implementation of Vector-ICL: In-context Learning with Continuous Vector Representations (ICLR 2025)☆25Jun 2, 2025Updated last year
- MIMIC preprocessing for the ICML paper "Dynamic Measurement Scheduling for Event Forecasting Using Deep RL"☆19May 16, 2019Updated 7 years ago
- Light-weighted code for Orthogonal Additive Gaussian Processes☆46Jul 30, 2024Updated 2 years ago
- Imitation learning from multiple experts☆13Aug 29, 2022Updated 4 years ago
- MiranDa: Mimicking the learning process of human doctors to achieve causal inference for medication recommendation☆13Jan 19, 2026Updated 9 months ago
- This is the repository for the resources in TACL 2022 Paper "Ultra-fine Entity Typing with Indirect Supervision from Natural Language Inf…☆14Aug 17, 2022Updated 4 years ago
- [Findings of EMNLP 2022] Code of paper Generative Prompt Tuning for Relation Classification. https://arxiv.org/abs/2210.12435☆20May 7, 2023Updated 3 years ago
- Zero-Shot Learning in Named Entity Recognition with Common Sense Knowledge☆17Nov 16, 2021Updated 4 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- Interpretable text embeddings by asking LLMs yes/no questions (NeurIPS 2024)☆47Nov 15, 2024Updated last year
- Quick useful examples of data science & ML & big data☆17Jun 12, 2023Updated 3 years ago
- Code base for ACL 2021 paper, Weakly Supervised Named Entity Tagging with Learnable Logical Rules.☆19Jun 27, 2023Updated 3 years ago
- Generalized Optimal Sparse Decision Trees☆74Mar 20, 2024Updated 2 years ago
- Learning clinical-decision rules with interpretable models.☆21Aug 10, 2023Updated 3 years ago
- Agent-interpretable data-science tools, evolved via autoresearch (NeurIPS 2026).☆16Oct 5, 2026Updated 3 weeks ago
- rho_VAE: an autoregressive parametrization of the VAE encoder☆16Sep 17, 2019Updated 7 years ago