sf-ml-baseline / LICENSE
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Initial release: sf-ml-baseline v0.1 (LightGBM + XGBoost + CatBoost ensemble)
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Model Weights License — sf-ml-baseline v0.1
Copyright (c) 2026 SimpleFunctions (simplefunctions.dev)
Licensed under the Creative Commons Attribution 4.0 International License
(CC-BY-4.0), the full text of which is at:
https://creativecommons.org/licenses/by/4.0/legalcode
In addition to the CC-BY-4.0 requirements, the following SimpleFunctions
Attribution Addendum applies:
1. Attribution. You MUST retain a readable credit to SimpleFunctions
whenever you distribute, serve, or display predictions generated by
these weights, in any form.
Acceptable credit formats include, but are not limited to:
(a) "Powered by sf-ml-baseline (SimpleFunctions, simplefunctions.dev)"
(b) "Forecast by sf-ml-baseline — https://simplefunctions.dev/opensource/sf-ml-baseline"
(c) "SimpleFunctions sf-ml-baseline v0.1" in a documentation footnote,
`X-Attribution` HTTP header, or equivalent machine-readable field.
2. Derived weights. If you fine-tune, distill, or otherwise derive new
weights from these, you MUST:
(a) make the same CC-BY-4.0 license apply to the derivative,
(b) prefix the derivative model name with "sf-ml-baseline-" (e.g.,
"sf-ml-baseline-v0.2-crypto-specialist"), and
(c) document in the derivative's README the training data,
procedure, and how it differs from upstream.
3. Attribution does not grant endorsement. Your use of the name
"SimpleFunctions" or "sf-ml-baseline" does not imply endorsement of
your product, service, or paper by SimpleFunctions.
4. Non-warranty. THE WEIGHTS ARE PROVIDED "AS IS", WITHOUT WARRANTY OF
ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE
WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND
NONINFRINGEMENT. SIMPLEFUNCTIONS DISCLAIMS ALL LIABILITY FOR ANY
PREDICTION, DECISION, OR OUTCOME DERIVED FROM USE OF THESE WEIGHTS,
INCLUDING BUT NOT LIMITED TO FINANCIAL LOSS FROM TRADING DECISIONS.
5. Training data. These weights were trained on SimpleFunctions'
public-domain prediction-market indicator dataset, itself released
under CC-BY-4.0 per the SimpleFunctions Terms of Service §13.
See https://simplefunctions.dev/data-license for details.
6. Responsible use. These weights are intended for academic research,
software integration, and personal analysis. Do NOT use them to
provide unlicensed financial advice, market manipulation, or
deceptive trading signals. You are responsible for all use.
Contact: patrick@simplefunctions.dev
License questions: see https://simplefunctions.dev/terms