99 results found Sort:

cleanlab
cleanlab cleanlab
822
10.4k
agpl-3.0
87
The standard data-centric AI package for data quality and machine learning with messy, real-world data and labels.
llms dataops datasets labeling annotation dataquality data-quality data-science noisy-labels data-cleaning data-curation data-labeling data-profiling active-learning data-centric-ai data-validation weak-supervision outlier-detection exploratory-data-analysis out-of-distribution-detection
Created 2018-05-11
1,770 commits to master branch, last one 26 days ago
voxel51
fiftyone voxel51
614
9.3k
apache-2.0
65
Refine high-quality datasets and visual AI models
python data-quality data-science data-cleaning data-curation deep-learning vector-search visualization active-learning computer-vision data-centric-ai developer-tools machine-learning object-detection unstructured-data image-classification artificial-intelligence
Created 2020-04-22
23,118 commits to develop branch, last one 11 hours ago
VowpalWabbit
vowpal_wabbit VowpalWabbit
1.9k
8.5k
other
347
Vowpal Wabbit is a machine learning system which pushes the frontier of machine learning with techniques such as online, hashing, allreduce, reductions, learning2search, active, and interactive learni...
cpp c-plus-plus active-learning online-learning machine-learning contextual-bandits learning-to-search reinforcement-learning
Created 2009-07-31
10,421 commits to master branch, last one 8 months ago
argilla-io
argilla argilla-io
420
4.4k
apache-2.0
31
Argilla is a collaboration tool for AI engineers and domain experts to build high-quality datasets
ai llm nlp rlhf gpt-4 mlops langchain text-labeling active-learning annotation-tool developer-tools text-annotation machine-learning weak-supervision human-in-the-loop weakly-supervised-learning natural-language-processing
Created 2021-04-28
3,625 commits to develop branch, last one 28 days ago
modAL-python
modAL modAL-python
325
2.3k
mit
44
A modular active learning framework for Python
python scikit-learn active-learning machine-learning machine-learning-api bayesian-optimization active-learning-module machine-learning-library machine-learning-algorithms
Created 2017-11-14
739 commits to master branch, last one about a year ago
code-kern-ai
refinery code-kern-ai
71
1.4k
apache-2.0
18
The data scientist's open-source choice to scale, assess and maintain natural language data. Treat training data like a software artifact.
nlp spacy python labeling annotations data-science transformers data-labeling deep-learning labeling-tool neural-search active-learning data-centric-ai text-annotation machine-learning human-in-the-loop supervised-learning text-classification artificial-intelligence natural-language-processing
Created 2022-07-04
70 commits to main branch, last one 3 months ago
python-adaptive
adaptive python-adaptive
58
1.2k
bsd-3-clause
15
:chart_with_upwards_trend: Adaptive: parallel active learning of mathematical functions
python adaptive parallel live-plots active-learning machine-learning adaptive-learning adaptive-sampling parallel-computing
Created 2017-12-10
2,054 commits to main branch, last one about a month ago
baal-org
baal baal-org
87
894
apache-2.0
16
Bayesian active learning library for research and industrial usecases.
ai python pytorch deep-learning active-learning machine-learning bayesian-active-learning
Created 2019-09-30
240 commits to master branch, last one 9 months ago
NUAA-AL
ALiPy NUAA-AL
115
879
bsd-3-clause
28
ALiPy: Active Learning in Python is an active learning python toolbox, which allows users to conveniently evaluate, compare and analyze the performance of active learning methods.
python toolbox active-learning machine-learning
Created 2018-09-19
334 commits to master branch, last one 2 years ago
SupeRuier
awesome-active-learning SupeRuier
79
874
unknown
13
Everything you need about Active Learning (AL).
awesome awesome-list crowdsourcing deep-learning active-learning machine-learning human-in-the-loop
Created 2019-12-27
180 commits to master branch, last one about a year ago
shubhomoydas
ad_examples shubhomoydas
184
854
mit
36
A collection of anomaly detection methods (iid/point-based, graph and time series) including active learning for anomaly detection/discovery, bayesian rule-mining, description for diversity/explanatio...
gan rnn lstm trees anogan nettack streaming timeseries autoencoder time-series explaination unsuperivsed concept-drift active-learning interpretability anomaly-detection ensemble-learning adversarial-attacks graph-convolutional-networks generative-adversarial-network
Created 2017-11-03
466 commits to master branch, last one 10 months ago
ej0cl6
deep-active-learning ej0cl6
184
822
mit
14
Deep Active Learning
active-learning deep-active-learning
Created 2018-05-03
40 commits to master branch, last one 2 years ago
ntucllab
libact ntucllab
173
781
bsd-2-clause
58
Pool-based active learning in Python
active-learning machine-learning uncertainty-sampling machine-learning-library
Created 2015-12-06
709 commits to master branch, last one 3 years ago
baifanxxx
awesome-active-learning baifanxxx
70
763
cc0-1.0
16
A curated list of awesome Active Learning
papers awesome deep-learning active-learning machine-learning
Created 2021-05-15
123 commits to main branch, last one 5 months ago
Renumics
awesome-open-data-centric-ai Renumics
35
715
cc-by-4.0
20
Curated list of open source tooling for data-centric AI on unstructured data.
nlp data-drift awesome-list noisy-labels data-curation deep-learning bias-detection explainable-ai feature-vector synthetic-data active-learning computer-vision data-centric-ai data-versioning machine-learning outlier-detection data-visualization documentation-only uncertainty-estimation robust-machine-learning
Created 2023-02-27
34 commits to main branch, last one about a year ago
asreview
asreview asreview
128
710
apache-2.0
21
Active learning for systematic reviews
llm asreview research literature deep-learning language-model neural-network active-learning systematic-reviews utrecht-university learning-algorithms natural-language-processing systematic-literature-reviews
Created 2019-01-09
1,587 commits to main branch, last one a day ago
walzimmer
3d-bat walzimmer
153
696
other
19
3D Bounding Box Annotation Tool (3D-BAT) Point cloud and Image Labeling
2d 3d web tool surround automatic detection annotation javascript multi-view pointcloud point-cloud bounding-box interpolation multi-platform semi-automatic active-learning mechanical-turk autonomous-driving 3d-object-detection
Created 2018-10-16
37 commits to master branch, last one about a year ago
Project-MONAI
MONAILabel Project-MONAI
213
684
apache-2.0
21
MONAI Label is an intelligent open source image labeling and learning tool.
3d monai pytorch segmentation deep-learning active-learning medical-imaging machine-learning 3d-slicer-extension
Created 2021-03-26
1,017 commits to main branch, last one 4 days ago
inception-project
inception inception-project
157
621
apache-2.0
13
INCEpTION provides a semantic annotation platform offering intelligent annotation assistance and knowledge management.
java uima sparql entity-linking active-learning annotation-tool annotation-editor
Created 2018-03-27
20,165 commits to main branch, last one a day ago
webis-de
small-text webis-de
69
611
mit
21
Active Learning for Text Classification in Python
nlp python pytorch transformers deep-learning active-learning language-models machine-learning text-classification small-language-models looking-for-contributors natural-language-processing
Created 2021-05-24
734 commits to main branch, last one a day ago
explosion
prodigy-recipes explosion
117
492
unknown
24
🍳 Recipes for the Prodigy, our fully scriptable annotation tool
nlp spacy prodigy annotation data-science labeling-tool active-learning annotation-tool computer-vision data-annotation machine-learning machine-teaching artificial-intelligence natural-language-processing
Created 2017-12-09
210 commits to master branch, last one 8 months ago
encord-team
encord-active encord-team
26
449
apache-2.0
10
The toolkit to test, validate, and evaluate your models and surface, curate, and prioritize the most valuable data for labeling.
ml data mlops python annotations data-centric data-quality data-science label-errors noisy-labels data-cleaning deep-learning label-quality model-quality active-learning computer-vision data-validation machine-learning object-detection
Created 2022-09-21
654 commits to main branch, last one 2 months ago
yuantn
MI-AOD yuantn
45
338
apache-2.0
3
Code for Multiple Instance Active Learning for Object Detection, CVPR 2021
mil cvpr cvpr2021 active-learning object-detection multiple-instance-learning
Created 2021-03-01
337 commits to master branch, last one about a year ago
deepmodeling
dpgen deepmodeling
178
334
lgpl-3.0
10
The deep potential generator to generate a deep-learning based model of interatomic potential energy and force field
python active-learning concurrent-learning
Created 2019-06-13
2,168 commits to master branch, last one about a month ago
emdgroup
baybe emdgroup
52
326
apache-2.0
8
Bayesian Optimization and Design of Experiments
optimization active-learning machine-learning experimental-design bayesian-optimization design-of-experiments
Created 2023-11-27
4,950 commits to main branch, last one 5 days ago
ANSSI-FR
SecuML ANSSI-FR
59
274
gpl-2.0
28
Machine Learning for Computer Security
gui active-learning machine-learning malware-detection intrusion-detection rare-category-detection interactive-machine-learning
Created 2016-09-05
185 commits to master branch, last one 4 years ago
experimental-design
bofire experimental-design
31
272
bsd-3-clause
6
Experimental design and (multi-objective) bayesian optimization.
active-learning cheminformatics experimental-design bayesian-optimization multiobjective-optimization
Created 2022-10-31
552 commits to main branch, last one 3 days ago
label-sleuth
label-sleuth label-sleuth
40
260
apache-2.0
5
Open source no-code system for text annotation and building of text classifiers
nlp react python no-code pytorch transformers labeling-tool active-learning annotation-tool text-annotation text-classification
Created 2022-06-07
1,598 commits to main branch, last one 13 days ago
samueldobbie
markup samueldobbie
32
258
mit
10
A web-based document annotation tool, powered by GPT-4 :rocket:
ner nlp gpt-4 data-science data-labeling active-learning annotation-tool text-annotation machine-learning sequence-to-sequence text-annotation-tool named-entity-recognition natural-language-processing
Created 2019-02-21
673 commits to main branch, last one about a year ago
microsoft
aerial_wildlife_detection microsoft
56
233
mit
23
Tools for detecting wildlife in aerial images using active learning
wildlife aiforearth conservation aerial-imagery active-learning
Created 2019-07-18
773 commits to master branch, last one 2 years ago