decile-team / trust
Efficiently search and mine for specific (targeted) classes/slices in your dataset to improve model performance and personalize your models.
☆19Updated last year
Alternatives and similar repositories for trust:
Users that are interested in trust are comparing it to the libraries listed below
- ☆18Updated 3 years ago
- SPEAR: Programmatically label and build training data quickly.☆106Updated 10 months ago
- (ICML 2021) Mandoline: Model Evaluation under Distribution Shift☆31Updated 3 years ago
- Advances in Neural Information Processing Systems (NeurIPS 2021)☆22Updated 2 years ago
- Interpretable and efficient predictors using pre-trained language models. Scikit-learn compatible.☆42Updated last month
- Official cleanlab repo is at https://github.com/cleanlab/cleanlab☆57Updated 2 years ago
- DISTIL: Deep dIverSified inTeractIve Learning. An active/inter-active learning library built on py-torch for reducing labeling costs.☆149Updated 2 years ago
- ☆37Updated last year
- Code accompanying EMNLP 2020 paper "Cold-start Active Learning through Self-supervised Language Modeling".☆40Updated 3 years ago
- A few-shot learning method based on siamese networks.☆28Updated 2 years ago
- GLaRA: Graph-based Labeling Rule Augmentation for Weakly Supervised Named Entity Recognition☆31Updated 3 years ago
- Embedding Recycling for Language models☆38Updated last year
- Beta Shapley: a Unified and Noise-reduced Data Valuation Framework for Machine Learning (AISTATS 2022 Oral)☆40Updated 2 years ago
- Code for paper "When Can Models Learn From Explanations? A Formal Framework for Understanding the Roles of Explanation Data"☆14Updated 4 years ago
- Code for Paper "Target-oriented Fine-tuning for Zero-Resource Named Entity Recognition"☆21Updated 2 years ago
- Active and Sample-Efficient Model Evaluation☆24Updated 4 years ago
- Domain Adaptation☆23Updated 3 years ago
- Summarize Massive Datasets using Submodular Optimization☆99Updated this week
- ☆59Updated 4 years ago
- Reusable BatchBALD implementation☆79Updated last year
- ☆17Updated 4 years ago
- Topic clustering library built on Transformer embeddings and cosine similarity metrics.Compatible with all BERT base transformers from hu…☆43Updated 3 years ago
- Label shift experiments☆16Updated 4 years ago
- Combating hidden stratification with GEORGE☆63Updated 3 years ago
- OptimSeed - Seed Word Selection for Weakly-Supervised Text Classification [NAACL SRW 2021]☆14Updated 4 years ago
- Code for "Incorporating Relevance Feedback for Information-Seeking Retrieval using Few-Shot Document Re-Ranking" (https://arxiv.org/abs/2…☆13Updated 2 years ago
- Measuring if attention is explanation with ROAR☆22Updated 2 years ago
- machine learning model performance metrics & charts with confidence intervals, optimized with numba to be fast☆16Updated 3 years ago
- A curated list of programmatic weak supervision papers and resources☆190Updated 2 years ago
- Implementation of SiameseXML (ICML 2021)☆40Updated 2 years ago