Dera 🚀
Dera is an open-source, no-code Machine Learning workflow automation engine built to simplify data pipelines and model training.
🌟 Key Features
- Interactive UI: Modern embedded single-page application interface.
- FastAPI Backend: Lightweight, high-performance local execution engine.
- Engineered for Speed: Powered by Polars for lightning-fast data parsing and pipeline construction.
- Seamless Modeling: Out-of-the-box support for Scikit-learn and XGBoost training workflows.
🚀 Quick Start
Install Dera globally via pip:
pip install dera
1 maintainer
Metadata
1 maintainer
Release files for dera 1.0.1
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | Provenance | Actions |
|---|---|---|---|---|
| dera-1.0.1.tar.gz | 251.2 kB | With provenance | Details for dera-1.0.1.tar.gz |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Actions Reset |
|---|---|---|---|---|
| dera-1.0.1-py3-none-any.whl | Python 3 | none | any | Details for dera-1.0.1-py3-none-any.whl |
Total release size: 502.5 kB
Release files / dera-1.0.1.tar.gz
| Download URL | dera-1.0.1.tar.gz |
|---|---|
| Size | 251.2 kB |
| Tags | Source |
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SHA-256 checksum How to use checksums |
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BLAKE2b-256 checksum How to use checksums |
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| Upload date | |
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Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.13.12
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Provenance
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Signed by GitHub Actions, verified by PyPI on Jul 15, 2026.
Transparency logRelease files / dera-1.0.1-py3-none-any.whl
| Download URL | dera-1.0.1-py3-none-any.whl |
|---|---|
| Size | 251.3 kB |
| Tags | Python 3 |
|
SHA-256 checksum How to use checksums |
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|
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BLAKE2b-256 checksum How to use checksums |
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|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.13.12
|
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on Jul 15, 2026.
Transparency logSecurity for dera 1.0.1
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
Full provenance
Both files in this release have been uploaded with provenance metadata.
Attestation for dera-1.0.1.tar.gz
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on Jul 15, 2026.
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