microsoft / IcebreakerLinks
This is the demo code associated with the paper: W. Gong , S. Tschiatschek, S. Nowozin, R.E. Turner, J.M. Hernández-Lobato, C.Zhang Icebreaker: Efficient Information Acquisition with Active Learning Conference on Neural Information Processing Systems (NeurIPS 2019)
☆43Updated 5 years ago
Alternatives and similar repositories for Icebreaker
Users that are interested in Icebreaker are comparing it to the libraries listed below
Sorting:
- SPEAR: Programmatically label and build training data quickly.☆109Updated last year
- Python implementation of GLN in different frameworks☆97Updated 5 years ago
- ☆30Updated 3 years ago
- This repository accompanies the paper "Learning Concept Embeddings from Temporal Data" (Meyer, Van Der Merwe, and Coetsee, 2018)☆59Updated 7 years ago
- Multivariate Boosted TRee☆63Updated 3 years ago
- A few baselines with a standard tabular model☆38Updated 5 years ago
- Model Validation Toolkit is a collection of tools to assist with validating machine learning models prior to deploying them to production…☆29Updated last year
- Tabular feature encoding pipelines for machine learning with options for string parsing, missing data infill, and stochastic perturbation…☆164Updated 3 months ago
- Strategies to deploy deep learning models☆27Updated 7 years ago
- CinnaMon is a Python library which offers a number of tools to detect, explain, and correct data drift in a machine learning system☆77Updated 2 years ago
- A lightweight implementation of removal-based explanations for ML models.☆59Updated 4 years ago
- ☆71Updated 4 years ago
- A neural network hyper parameter tuner☆30Updated last year
- Experiment orchestration☆102Updated 5 years ago
- NeuralPy: A Keras like deep learning library works on top of PyTorch☆79Updated last year
- Measure and visualize machine learning model performance without the usual boilerplate.☆99Updated last year
- An AutoML pipeline selection system to quickly select a promising pipeline for a new dataset.☆84Updated 3 years ago
- Repository for code release of paper "Robust Variational Autoencoders for Outlier Detection and Repair of Mixed-Type Data" (AISTATS 2020)☆50Updated 5 years ago
- ☆26Updated 6 years ago
- A Python package for unwrapping ReLU DNNs☆70Updated last year
- The repository for various machine learning POC☆28Updated 4 years ago
- Deep Critical Learning. Implementation of ProSelfLC, IMAE, DM, etc.☆31Updated 2 years ago
- The stand-alone training engine module for the ALOHA.eu project.☆15Updated 5 years ago
- Developing and integrating methods for fastai2 tabular with other datatypes☆26Updated 3 years ago
- Quick modules to turn regular Neural Networks to Bayesian Neural Networks with Dropout.☆35Updated 4 years ago
- ☆64Updated 7 years ago
- Data Twinning☆25Updated 2 years ago
- General Interpretability Package☆58Updated 2 years ago
- The official implementation of "The Shapley Value of Classifiers in Ensemble Games" (CIKM 2021).☆220Updated 2 years ago
- ForML - A development framework and MLOps platform for the lifecycle management of data science projects☆106Updated 2 years ago