Top 7 training-data Open-Source Projects

snorkel

5 5,712 5.5 Python

A system for quickly generating training data with weak supervision
diffgram

9 1,800 8.8 Python

The AI Datastore for Schemas, BLOBs, and Predictions. Use with your apps or integrate built-in Human Supervision, Data Workflow, and UI Catalog to get the most value out of your AI Data.
InfluxDB

www.influxdata.com featured

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.
ydata-synthetic

60 1,292 7.3 Jupyter Notebook

Synthetic data generators for tabular and time-series data

Project mention: Coding Wonderland: Contribute to YData Profiling and YData Synthetic in this Advent of Code | dev.to | 2023-12-05

Send us your North ⭐️: "On the first day of Christmas, my true contributor gave to me..." a star in my GitHub tree! 🎵 If you love these projects too, star ydata-profiling or ydata-synthetic and let your friends know why you love it so much!

skweak

8 909 6.2 Python

skweak: A software toolkit for weak supervision applied to NLP tasks
compose

1 471 5.2 Python

A machine learning tool for automated prediction engineering. It allows you to easily structure prediction problems and generate labels for supervised learning. (by alteryx)
trainset

12 154 0.0 JavaScript

A lightweight web application for brushing labels onto time series data; useful for building training sets.
BingImageAITrainer

1 3 4.3 Python

A tool for generating diverse synthetic training images using Bing Image Creator to facilitate the training of AI/ML image models.

Project mention: I made a tool for generating training images | /r/ArtificialInteligence | 2023-06-06

https://github.com/atticusrussell/BingImageAITrainer Getting training data for AI models involving imaging is difficult. I created this tool to generate synthetic training images while changing as many or as few parameters about the images as desired. This is accomplished using Bing Image Creator, which uses the DALLE-2 model.

SaaSHub

www.saashub.com featured

SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).

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www.influxdata.com | 3 May 2024

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