benbo / interactive-weak-supervisionLinks
Interactive Weak Supervision: Learning Useful Heuristics for Data Labeling
☆31Updated 4 years ago
Alternatives and similar repositories for interactive-weak-supervision
Users that are interested in interactive-weak-supervision are comparing it to the libraries listed below
Sorting:
- ☆139Updated last year
- ☆18Updated 3 years ago
- AdaCat☆49Updated 3 years ago
- A collection of Models, Datasets, DataModules, Callbacks, Metrics, Losses and Loggers to better integrate pytorch-lightning with transfor…☆47Updated 2 years ago
- Measuring if attention is explanation with ROAR☆22Updated 2 years ago
- The official repository for our paper "The Devil is in the Detail: Simple Tricks Improve Systematic Generalization of Transformers". We s…☆67Updated 2 years ago
- AutoML Two-Sample Test☆20Updated 3 years ago
- Code repository for the NAACL 2022 paper "ExSum: From Local Explanations to Model Understanding"☆64Updated 3 years ago
- (ICML 2021) Mandoline: Model Evaluation under Distribution Shift☆30Updated 4 years ago
- Model Patching: Closing the Subgroup Performance Gap with Data Augmentation☆42Updated 4 years ago
- diagNNose is a Python library that facilitates a broad set of tools for analysing hidden activations of neural models.☆82Updated last year
- TLDR is an unsupervised dimensionality reduction method that combines neighborhood embedding learning with the simplicity and effectivene…☆125Updated 3 years ago
- ☆95Updated 2 years ago
- GPT, but made only out of MLPs☆89Updated 4 years ago
- ☆37Updated 4 years ago
- Experiments on GPT-3's ability to fit numerical models in-context.☆14Updated 2 years ago
- ☆41Updated 4 years ago
- Domain Adaptation☆23Updated 3 years ago
- Implementation of experiments in paper "Learning from Rules Generalizing Labeled Exemplars" to appear in ICLR2020 (https://openreview.net…☆50Updated 2 years ago
- ☆89Updated 3 months ago
- Interpretable and efficient predictors using pre-trained language models. Scikit-learn compatible.☆42Updated 5 months ago
- Code for gradient rollback, which explains predictions of neural matrix factorization models, as for example used for knowledge base comp…☆21Updated 4 years ago
- ☆25Updated last year
- [NeurIPS 2020] Official Implementation: "SMYRF: Efficient Attention using Asymmetric Clustering".☆50Updated last year
- Code repository for our paper "Failing Loudly: An Empirical Study of Methods for Detecting Dataset Shift": https://arxiv.org/abs/1810.119…☆105Updated last year
- A benchmark of data-centric tasks from across the machine learning lifecycle.☆72Updated 3 years ago
- Beta Shapley: a Unified and Noise-reduced Data Valuation Framework for Machine Learning (AISTATS 2022 Oral)☆41Updated 2 years ago
- Convert scikit-learn models to PyTorch modules☆163Updated last year
- Code for scaling Transformers☆26Updated 4 years ago
- Functional deep learning☆108Updated 2 years ago