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Multiannotator-benchmarks Alternatives
Similar projects and alternatives to multiannotator-benchmarks
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cleanlab
The standard data-centric AI package for data quality and machine learning with messy, real-world data and labels.
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InfluxDB
Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
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The number of mentions on this list indicates mentions on common posts plus user suggested alternatives.
Hence, a higher number means a better multiannotator-benchmarks alternative or higher similarity.
multiannotator-benchmarks reviews and mentions
Posts with mentions or reviews of multiannotator-benchmarks.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-03-02.
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[Research] ActiveLab: Active Learning with Data Re-Labeling
I recently published a paper introducing this novel method and an open-source Python implementation that is easy-to-use for all data types (image, text, tabular, audio, etc). For data scientists, I’ve made a quick Jupyter tutorial to run ActiveLab on your own data. For ML researchers, I’ve made all of our benchmarking code available for reproducibility so you can see for yourself how effective ActiveLab is in practice.
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CROWDLAB: open-source tools for data labeled by multiple annotators
- Blog post: https://cleanlab.ai/blog/multiannotator/ - Paper: https://arxiv.org/abs/2210.06812 - Tutorial: https://docs.cleanlab.ai/stable/tutorials/multiannotator.html - Benchmarks: https://github.com/cleanlab/multiannotator-benchmarks - Code: https://github.com/cleanlab/cleanlab
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[R] Announcing CROWDLAB: open-source tools for data labeled by multiple annotators
Benchmarks: https://github.com/cleanlab/multiannotator-benchmarks
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A note from our sponsor - InfluxDB
www.influxdata.com | 6 May 2024
Stats
Basic multiannotator-benchmarks repo stats
3
30
10.0
about 1 year ago
cleanlab/multiannotator-benchmarks is an open source project licensed under GNU Affero General Public License v3.0 which is an OSI approved license.
The primary programming language of multiannotator-benchmarks is Jupyter Notebook.
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