Top 8 Python synthetic-dataset-generation Projects

AutoPrompt

1 1,637 8.9 Python

A framework for prompt tuning using Intent-based Prompt Calibration

Project mention: FLaNK 04 March 2024 | dev.to | 2024-03-04

pygraft

1 639 8.0 Python

Configurable Generation of Synthetic Schemas and Knowledge Graphs at Your Fingertips

Project mention: PyGraft: Configurable Generation of Schemas and Knowledge Graphs | news.ycombinator.com | 2023-09-13

InfluxDB

www.influxdata.com sponsored

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.
DataDreamer

5 632 8.1 Python

DataDreamer: Prompt. Generate Synthetic Data. Train & Align Models. 🤖💤

Project mention: FLaNK AI - 01 April 2024 | dev.to | 2024-04-01

bonito

1 470 7.2 Python

A lightweight library for generating synthetic instruction tuning datasets for your data without GPT. (by BatsResearch)

Project mention: FLaNK AI for 11 March 2024 | dev.to | 2024-03-11

DoppelGANger

14 275 3.8 Python

[IMC 2020 (Best Paper Finalist)] Using GANs for Sharing Networked Time Series Data: Challenges, Initial Promise, and Open Questions
DeFMO

1 164 1.8 Python

[CVPR 2021] DeFMO: Deblurring and Shape Recovery of Fast Moving Objects
VQASynth

1 71 8.6 Python

Compose multimodal datasets 🎹

Project mention: Show HN: VQASynth – pipelines to synthesize VQA datasets | news.ycombinator.com | 2024-02-23

WorkOS

workos.com sponsored

The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.
discus

1 62 7.7 Python

A data-centric AI package for ML/AI. Get the best high-quality data for the best results. Discord: https://discord.gg/t6ADqBKrdZ

Project mention: an open source package helping developers generate data for LLMs | /r/mlops | 2023-08-02

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).