Alternatives and similar repositories for libact

Users that are interested in libact are comparing it to the libraries listed below

• google / active-learning
  ☆1,152Updated 2 years ago
• NUAA-AL / ALiPy
  ALiPy: Active Learning in Python is an active learning python toolbox, which allows users to conveniently evaluate, compare and analyze t…
  ☆881Updated 2 years ago
• modAL-python / modAL
  A modular active learning framework for Python
  ☆2,284Updated last year
• tmadl / semisup-learn
  Semi-supervised learning frameworks for python, which allow fitting scikit-learn classifiers to partially labeled data
  ☆503Updated 3 years ago
• dsgissin / DiscriminativeActiveLearning
  Code and website for DAL (Discriminative Active Learning) - a new active learning algorithm for neural networks in the batch setting. For…
  ☆203Updated 5 years ago
• rmunro / pytorch_active_learning
  PyTorch Library for Active Learning to accompany Human-in-the-Loop Machine Learning book
  ☆962Updated 2 years ago
• ej0cl6 / deep-active-learning
  Deep Active Learning
  ☆832Updated 2 years ago
• baal-org / baal
  Bayesian active learning library for research and industrial usecases.
  ☆896Updated 10 months ago
• scikit-learn-contrib / metric-learn
  Metric learning algorithms in Python
  ☆1,417Updated 9 months ago
• Refefer / fastxml
  FastXML / PFastXML / PFastreXML - Implementation of Extreme Multi-label Classification
  ☆147Updated 10 months ago
• ksenia-konyushkova / LAL
  This project contains code for paper Ksenia Konyushkova, Raphael Sznitman, Pascal Fua 'Learning Active Learning from Data', NIPS 2017
  ☆87Updated 2 years ago
• BlackHC / BatchBALD
  Efficient and Diverse Batch Acquisition for Deep Bayesian Active Learning.
  ☆241Updated 11 months ago
• zygmuntz / hyperband
  Tuning hyperparams fast with Hyperband
  ☆593Updated 6 years ago
• kohpangwei / influence-release
  ☆791Updated 4 years ago
• facebookresearch / pysparnn
  Approximate Nearest Neighbor Search for Sparse Data in Python!
  ☆919Updated 4 years ago
• ozansener / active_learning_coreset
  Source code for ICLR 2018 Paper: Active Learning for Convolutional Neural Networks: A Core-Set Approach
  ☆271Updated 6 years ago
• flennerhag / mlens
  ML-Ensemble – high performance ensemble learning
  ☆855Updated last year
• pystruct / pystruct
  Simple structured learning framework for python
  ☆666Updated 3 years ago
• scikit-multilearn / scikit-multilearn
  A scikit-learn based module for multi-label et. al. classification
  ☆933Updated last year
• HazyResearch / metal
  Snorkel MeTaL: A framework for training models with multi-task weak supervision
  ☆424Updated 5 years ago
• automl / RoBO
  RoBO: a Robust Bayesian Optimization framework
  ☆485Updated 6 years ago
• lopusz / awesome-interpretable-machine-learning
  ☆916Updated 2 years ago
• scikit-learn-contrib / polylearn
  A library for factorization machines and polynomial networks for classification and regression in Python.
  ☆245Updated 4 years ago
• Riashat / Deep-Bayesian-Active-Learning
  Code for Deep Bayesian Active Learning (ICML 2017)
  ☆112Updated 7 years ago
• benhamner / Metrics
  Machine learning evaluation metrics, implemented in Python, R, Haskell, and MATLAB / Octave
  ☆1,636Updated 2 years ago
• kiryor / nnPUlearning
  Non-negative Positive-Unlabeled (nnPU) and unbiased Positive-Unlabeled (uPU) learning reproductive code on MNIST and CIFAR10
  ☆301Updated 2 years ago
• karpathy / paper-notes
  Random notes on papers, likely a short-term repo.
  ☆673Updated 8 years ago
• scrapinghub / python-crfsuite
  A python binding for crfsuite
  ☆773Updated 7 months ago
• Azure / active-learning-workshop
  Active Learning Workshop Materials
  ☆121Updated 6 years ago
• brain-research / realistic-ssl-evaluation
  Open source release of the evaluation benchmark suite described in "Realistic Evaluation of Deep Semi-Supervised Learning Algorithms"
  ☆460Updated 5 years ago