Sarus
Repository of classical machine learning models built with TensorFlow and Keras
- Also known as
- sarus
What is Sarus?
Sarus provides implementations of classical machine learning models using TensorFlow 2's Keras API, with visualization capabilities through TensorBoard.
What Sarus does
The capabilities that matter for synthetic data, normalised so it lines up with every alternative. “-” means we haven't confirmed it, not that it's missing.
- Generation method
- LLM/transformer
- Relational integrity
- -
- Differential privacy
- ✓
- Privacy risk scoring
- -
- Fidelity utility reporting
- ✓
- Masking included
- ✗
- Deployment
- Both
- Open source
- ✓
- Ci cd integration
- -
- Industry focus
- Healthcare
- SOC2
- -
- HIPAA available
- -
- Pricing model
- -
Platform & deployment
Independently observed- Cloud / SaaS
- Hybrid
- On-premise
- Self-hosted
Integrations (6)
Independently observed- Azure
- Python
- SQL
- XGBoost
- TensorFlow
- Keras
Sarus FAQ
Common questions about Sarus, answered from independent, dated evidence.
What is Sarus?
A platform enabling organizations to perform analytics and AI on sensitive datasets without exposing the underlying data. It uses differential privacy and synthetic data generation to ensure data protection while delivering analytical results. It is indexed under Synthetic Data.
Source: https://sarus.tech
Can Sarus be self-hosted?
Yes. Sarus can be deployed cloud / SaaS, hybrid, on-premise and self-hosted, so it does not have to run on the vendor's infrastructure.
Source: https://sarus.tech
What does Sarus integrate with?
We have confirmed 6 integrations for Sarus, including Azure, Python, SQL, XGBoost, TensorFlow and Keras. This is what we could verify from public sources, so the vendor may support others we have not indexed.
Source: https://sarus.tech
Sarus alternatives
Other synthetic data we track, ranked by the same independent score.
- Tonic.aiSynthetic data generation platform for accelerating development and testing without exposing sensitive production datahigh · 75%
- YData SyntheticA data platform for creating privacy-compliant synthetic data to improve machine learning model qualitylow · 35%
- K2viewData integration platform that applies privacy controls and governance to enterprise informationlow · 35%
- SynthoPlatform for generating realistic synthetic test data while preserving data privacy using masking, rule-based, and AI-generated methodslow · 29%
- MOSTLY AISecure access to production data with privacy-protected synthetic data generation for teamslow · 5%
- AindoGenerate evidence and insights from artificial data while maintaining privacy and securitylow · 37%
Compare Sarus
Side by side against other synthetic data, attribute by attribute, with a source on every value.
The vioscaleAI score: one lens on the evidence
Not user reviews and not a paid placement: a confidence-weighted blend of the independent signals below (adoption, activity, security posture, and more), which you can sort and re-weight yourself. Vendors can correct their listing but can never move their rank, and stars are weighted low as a vanity metric. It is one way to read the evidence for Sarus, not the verdict.
| Signal | Score | Weight | Contribution | Evidence |
|---|---|---|---|---|
| Capabilities | 58 | 0.04 | 2.2 | ✓ |
| Integrations | 24 | 0.04 | 1.1 | ✓ |
| Price level | 0 | 0.04 | 0.0 | - |
| Reliability | 0 | 0.07 | 0.0 | - |
| Security posture | 0 | 0.12 | 0.0 | - |
| Pricing transparency | 0 | 0.05 | 0.0 | - |
Computed . Re-weight it by intent, or see the full method.
All data & sourcesshow ↓
Every value we hold, with its source, retrieval date, and confidence. This is the evidence behind the score: don't trust it, verify it.
Content
| Attribute | Value | Evidence |
|---|---|---|
| Faq | 3 items | mediumsource · 2026-09-10 · 60% |
Features
| Attribute | Value | Evidence |
|---|---|---|
| Capabilities | Deployment: both · Open source: Yes · Industry focus: healthcare · Masking included: No · Generation method: LLM/transformer · Differential privacy: Yes | mediumsource · 2026-09-06 · 60% |
Integrations
| Attribute | Value | Evidence |
|---|---|---|
| Count | 6 | mediumsource · 2026-08-21 · 60% |
Is Sarus the right choice for you?
Tell us the job, the constraints and what you weigh most, and we will rank Sarus against the rest of the synthetic data we index, using the same dated evidence weighted your way.
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Is this your product?
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