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Top 13 Python dataset-generation Projects
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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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bpycv
Computer vision utils for Blender (generate instance annoatation, depth and 6D pose by one line code)
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DoppelGANger
[IMC 2020 (Best Paper Finalist)] Using GANs for Sharing Networked Time Series Data: Challenges, Initial Promise, and Open Questions
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stopes
A library for preparing data for machine translation research (monolingual preprocessing, bitext mining, etc.) built by the FAIR NLLB team.
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Bamboo
Bamboo: 4 times larger than ImageNet; 2 time larger than Object365; Built by active learning. (by ZhangYuanhan-AI)
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WorkOS
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.
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pyreports
pyreports is a python library that allows you to create complex report from various sources
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crypto-trading-strategy-backtester
Easy-to-use cryptocurrency trading strategy simulator and backtester
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docker-packing-box
Docker image gathering packers and tools for making datasets of packed executables and training machine learning models for packing detection
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Rackfocus
Schedulable command line utility to download and compile IMDb datasets in a highly browsable SQLite database file
Project mention: Bpycv: Computer Vision and Deep Learning Utils for Blender | news.ycombinator.com | 2023-09-03
Project mention: Show HN: VQASynth – pipelines to synthesize VQA datasets | news.ycombinator.com | 2024-02-23
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).
Python dataset-generation related posts
- [R] [P] I generated a 30K-utterance dataset by making GPT-4 prompt two ChatGPT instances to converse.
- datasetGPT is a command-line interface and a Python library for inferencing Large Language Models to generate textual datasets. (Regenerative feedback loops)
- [P] two copies of gpt-3.5 (one playing as the oracle, and another as the guesser) performs poorly on the game of 20 Questions (68/1823).
- DatasetGPT - A command-line interface to generate textual and conversational datasets with LLMs.
- DatasetGPT – an open-source command line tool for generating datasets with LLMs
- Web scraper ideas
- DoppelGANger: NEW Data - star count:187.0
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A note from our sponsor - SaaSHub
www.saashub.com | 25 Apr 2024
Index
What are some of the best open-source dataset-generation projects in Python? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | nfstream | 1,042 |
| 2 | MaskTheFace | 552 |
| 3 | bpycv | 453 |
| 4 | DoppelGANger | 275 |
| 5 | datasetGPT | 272 |
| 6 | stopes | 238 |
| 7 | Bamboo | 161 |
| 8 | pyreports | 97 |
| 9 | VQASynth | 71 |
| 10 | crypto-trading-strategy-backtester | 66 |
| 11 | docker-packing-box | 42 |
| 12 | clean-discord | 22 |
| 13 | Rackfocus | 8 |
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