OpenForage

OpenForage is a research and investment platform for market strategy discovery, backtesting, and signal submission. Contributors submit Python search templates through the openforage SDK (software development kit).

The package contains a thin Python facade and one Rust extension, openforage._core. One Rust simulator runs each template on the contributor's machine and on the server, so both sides use the same numeric code.

Search templates

Write a search template as a Python generator function and pass it to openforage.search(...). The template runs inside your own Python process. The platform validates submitted signals and backtests them before admission.

The research pipeline moves data through these stages:

raw data -> cleaned raw data -> aggregation -> features -> signals -> strategies -> allocations -> book -> execution

Each value is a T×N matrix: one row per time step and one column per instrument.

Install and check

Install the package with Python 3.11, 3.12 or 3.13 (64-bit):

python -m pip install openforage

Initialise the client, inspect its status, and check the installed wheel:

openforage init
openforage status --json
python -m openforage _selfcheck

The public package connects to https://api.openforage.ai by default.

Metadata

Release files for openforage 0.2.40

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

Built distributions (wheels)

Total release size: 426.9 MB

Release files / openforage-0.2.40-cp313-cp313-win_amd64.whl

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0.2.41

Oct 27, 2026 15 release files No provenance

This release

0.2.40 This release

Oct 26, 2026 15 release files No provenance

File	Interpreter	ABI	Platform	Actions Reset
openforage-0.2.40-cp313-cp313-win_amd64.whl 29.0 MB Oct 26, 2026 Without provenance	CPython 3.13	CPython 3.13	Windows x86-64	Details for openforage-0.2.40-cp313-cp313-win_amd64.whl
openforage-0.2.40-cp313-cp313-manylinux_2_28_x86_64.whl 32.1 MB Oct 26, 2026 Without provenance	CPython 3.13	CPython 3.13	Linux glibc 2.28+ x86-64	Details for openforage-0.2.40-cp313-cp313-manylinux_2_28_x86_64.whl
openforage-0.2.40-cp313-cp313-manylinux_2_28_aarch64.whl 27.0 MB Oct 26, 2026 Without provenance	CPython 3.13	CPython 3.13	Linux glibc 2.28+ ARM64	Details for openforage-0.2.40-cp313-cp313-manylinux_2_28_aarch64.whl
openforage-0.2.40-cp313-cp313-macosx_11_0_arm64.whl 24.6 MB Oct 26, 2026 Without provenance	CPython 3.13	CPython 3.13	macOS 11.0+ ARM64	Details for openforage-0.2.40-cp313-cp313-macosx_11_0_arm64.whl
openforage-0.2.40-cp313-cp313-macosx_10_13_x86_64.whl 29.5 MB Oct 26, 2026 Without provenance	CPython 3.13	CPython 3.13	macOS 10.13+ x86-64	Details for openforage-0.2.40-cp313-cp313-macosx_10_13_x86_64.whl
openforage-0.2.40-cp312-cp312-win_amd64.whl 29.0 MB Oct 26, 2026 Without provenance	CPython 3.12	CPython 3.12	Windows x86-64	Details for openforage-0.2.40-cp312-cp312-win_amd64.whl
openforage-0.2.40-cp312-cp312-manylinux_2_28_x86_64.whl 32.1 MB Oct 26, 2026 Without provenance	CPython 3.12	CPython 3.12	Linux glibc 2.28+ x86-64	Details for openforage-0.2.40-cp312-cp312-manylinux_2_28_x86_64.whl
openforage-0.2.40-cp312-cp312-manylinux_2_28_aarch64.whl 27.0 MB Oct 26, 2026 Without provenance	CPython 3.12	CPython 3.12	Linux glibc 2.28+ ARM64	Details for openforage-0.2.40-cp312-cp312-manylinux_2_28_aarch64.whl
openforage-0.2.40-cp312-cp312-macosx_11_0_arm64.whl 24.6 MB Oct 26, 2026 Without provenance	CPython 3.12	CPython 3.12	macOS 11.0+ ARM64	Details for openforage-0.2.40-cp312-cp312-macosx_11_0_arm64.whl
openforage-0.2.40-cp312-cp312-macosx_10_13_x86_64.whl 29.5 MB Oct 26, 2026 Without provenance	CPython 3.12	CPython 3.12	macOS 10.13+ x86-64	Details for openforage-0.2.40-cp312-cp312-macosx_10_13_x86_64.whl
openforage-0.2.40-cp311-cp311-win_amd64.whl 29.1 MB Oct 26, 2026 Without provenance	CPython 3.11	CPython 3.11	Windows x86-64	Details for openforage-0.2.40-cp311-cp311-win_amd64.whl
openforage-0.2.40-cp311-cp311-manylinux_2_28_x86_64.whl 32.3 MB Oct 26, 2026 Without provenance	CPython 3.11	CPython 3.11	Linux glibc 2.28+ x86-64	Details for openforage-0.2.40-cp311-cp311-manylinux_2_28_x86_64.whl
openforage-0.2.40-cp311-cp311-manylinux_2_28_aarch64.whl 27.0 MB Oct 26, 2026 Without provenance	CPython 3.11	CPython 3.11	Linux glibc 2.28+ ARM64	Details for openforage-0.2.40-cp311-cp311-manylinux_2_28_aarch64.whl
openforage-0.2.40-cp311-cp311-macosx_11_0_arm64.whl 24.7 MB Oct 26, 2026 Without provenance	CPython 3.11	CPython 3.11	macOS 11.0+ ARM64	Details for openforage-0.2.40-cp311-cp311-macosx_11_0_arm64.whl
openforage-0.2.40-cp311-cp311-macosx_10_13_x86_64.whl 29.5 MB Oct 26, 2026 Without provenance	CPython 3.11	CPython 3.11	macOS 10.13+ x86-64	Details for openforage-0.2.40-cp311-cp311-macosx_10_13_x86_64.whl

openforage 0.2.40