Side by side
AWS Entity Resolution vs pyJedAI
Both stand on identity resolution software. Which one you can start free with, which one lets you read the code, and what each costs once you pay.
Paid APIWeb
AWS Entity Resolution provides several approaches to matching records, plus incremental rule-based processing and API lookup. Consider the provider licensing condition and the charge for processed records when choosing it.
Visit AWS Entity Resolution Free plan LinuxSelf-hostedWindows
pyJedAI brings entity-resolution workflows, algorithms, and machine-learning methods into a Python framework. Check its Python and Windows prerequisites, and note that the security policy lists version 0.0.x as supported for security updates.
Visit pyJedAIThe facts
| AWS Entity Resolution | pyJedAI | |
|---|---|---|
| Free plan | No | Yes |
| Open source | Not published | Not published |
| Runs on | API, Web | Linux, Self-hosted, Windows |
| Lowest paid plan | Free or on request | Free or on request |
| Plans published | 2 | 1 |
| Maker | Not published | Not published |
| Website | aws.amazon.com | github.com |
| On identity resolution software | #9 of 25 | #5 of 25 |
AWS Entity Resolution: what it does well
- Offers rule-based and machine-learning matching.
- Supports up to 20 AWS Glue inputs.
- Can process new S3 data incrementally.
- GetMatchId provides synchronous existing-match lookup.
- Encrypts personally identifiable data at rest by default.
What to know first
- AWS Free Tier is unavailable.
- Provider matching requires a license agreement.
- All processed records are charged, including unmatched records.
pyJedAI: what it does well
- Handles structured and semi-structured data.
- Includes supervised and unsupervised machine-learning techniques.
- Blocking and matching can use deep learning and NLP without supplied labels.
- Install through pip, Git checkout, or Docker.
- Free, with no paid plans or usage limits stated.
What to know first
- Requires Python 3.8 or later.
- Windows requires Microsoft Visual C++ 14.0.
- Security updates are listed for version 0.0.x.
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