Skip to main content

Aureum Python Bindings

Python developer API and CLI for the Aureum self-proving semantic kernel for finance.

This package provides:

  • aureum — the command-line interface for deterministic backtests, strategy authoring, snapshots, reflection, and the new Phase 4 portfolio-construction edges.
  • Python modules for classical MPT, causal MPT, conformal portfolios, neuro-symbolic alpha, semantic knowledge graphs, differentiable execution, and economic-security audit.
  • A self-proving backtest certificate (ABC) with SHA-256 lineage and reproducibility guarantees.

For the full project README, roadmap, and documentation, see the repository root: https://github.com/satyamdas03/aureum

Install

pip install aureum

Quick start

aureum backtest examples/strategies/momentum.yaml \
  --data examples/data/synthetic_prices.csv \
  --certificate certificate.json

License

Apache-2.0

Release files for aureum 0.4.1

For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.

Source distribution (sdist)

Source distribution for aureum 0.4.1
File Size Uploaded
aureum-0.4.1.tar.gz 93.0 kB Details

Built distribution (wheel)

Table of built distributions (wheels) for aureum 0.4.1
File Interpreter ABI Platform
aureum-0.4.1-py3-none-any.whl Python 3 none any Details

Total release size: 174.1 kB

Release files / aureum-0.4.1.tar.gz

Download URL aureum-0.4.1.tar.gz
Size 93.0 kB
Tags Source
SHA-256 checksum
How to use checksums
0ac332a4f28f560c98c803e4cc0c27e00eff87f756e42a69d0951f42d7c72452
BLAKE2b-256 checksum
How to use checksums
8ff3115135845e09126ce6c71d116897fb122afb068c671d24e06006a74431b6
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/7.0.0 CPython/3.13.14

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 Aug 2, 2026.

Transparency log

Release files / aureum-0.4.1-py3-none-any.whl

Download URL aureum-0.4.1-py3-none-any.whl
Size 81.1 kB
Tags Python 3
SHA-256 checksum
How to use checksums
924b68da873ec0ca12dcee746615e635afebc6dd629044fd3debac0a7677e483
BLAKE2b-256 checksum
How to use checksums
5a3dd33b14cf24c19059f123df2cde36ff3b01f3d41a5700535cd4eca2070d37
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/7.0.0 CPython/3.13.14

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 Aug 2, 2026.

Transparency log

Release history Release notifications | RSS feed

This release

0.4.1 This release

2 release files

Anthropic, PBC Visionary sponsor Bloomberg Visionary sponsor Hudson River Trading Visionary sponsor Meta Visionary sponsor NVIDIA Visionary sponsor Microsoft Sustainability sponsor Depot Continuous Integration AWS Cloud computing and Security Sponsor Datadog Monitoring Fastly CDN Google Download Analytics Sentry Error logging StatusPage Status page