ValentinMargraf / ActiveLearningPipelinesLinks
Specificy, execute and monitor performances of active learning pipelines.
☆23Updated last year
Alternatives and similar repositories for ActiveLearningPipelines
Users that are interested in ActiveLearningPipelines are comparing it to the libraries listed below
Sorting:
- Advanced choice modeling with multidimensional utility representations.☆12Updated last year
- Feedback Forensics: An open-source toolkit to measure AI personality☆24Updated 2 months ago
- Scoring Lists – a probabilistic & incremental extension to Scoring Systems☆18Updated 2 weeks ago
- Pairwise Difference Learning (PDL) is a meta-learning framework that leverages pairwise differences to transform multiclass problems into…☆22Updated 5 months ago
- A Library for Uncertainty Quantification.☆923Updated 9 months ago
- The PyExperimenter is a tool for the automatic execution of experiments, e.g. for machine learning (ML), capturing corresponding results …☆38Updated 3 months ago
- 👋 Influenciae is a Tensorflow Toolbox for Influence Functions☆65Updated this week
- a minimal website to get the diff of llm rewrites☆11Updated last year
- Shapley Interactions and Shapley Values for Machine Learning☆681Updated 3 weeks ago
- Build and train Lipschitz constrained networks: TensorFlow implementation of k-Lipschitz layers☆102Updated 10 months ago
- A scikit-learn-compatible library for estimating prediction intervals and controlling risks, based on conformal predictions.☆1,509Updated last week
- A Python toolbox for conformal prediction research on deep learning models, using PyTorch.☆443Updated 3 months ago
- Lightweight, useful implementation of conformal prediction on real data.☆1,011Updated 2 months ago
- Python package for conformal prediction☆552Updated 3 months ago
- Neural Pipeline Search (NePS): Helps deep learning experts find the best neural pipeline.☆79Updated this week
- ☆503Updated last year
- pyDVL is a library of stable implementations of algorithms for data valuation and influence function computation☆142Updated 3 weeks ago
- Repository for TabICL: A Tabular Foundation Model for In-Context Learning on Large Data☆305Updated 2 months ago
- [KDD 2023] Deep Pipeline Embeddings for AutoML☆17Updated 7 months ago
- A Data-Centric Perspective on Evaluating Machine Learning Models for Tabular Data☆16Updated last year
- Quantus is an eXplainable AI toolkit for responsible evaluation of neural network explanations☆636Updated 2 weeks ago
- Python package to compute interaction indices that extend the Shapley Value. AISTATS 2023.☆19Updated 2 years ago
- Repository for CARTE: Context-Aware Representation of Table Entries☆165Updated 5 months ago
- ☆16Updated last year
- Laplace approximations for Deep Learning.☆534Updated 9 months ago
- Our maintained PFN repository. Come here to train SOTA PFNs.☆133Updated 2 weeks ago
- 👋 Puncc is a python library for predictive uncertainty quantification using conformal prediction.☆370Updated last week
- A Playground for Tabular Foundation Models☆50Updated last week
- scikit-activeml: A Comprehensive and User-friendly Active Learning Library☆183Updated last week
- Open-source framework for uncertainty and deep learning models in PyTorch☆474Updated last week