pyalloq-features
pyalloq-features provides feature engineering transformers, TA-Lib indicator integration, scaling utilities, and feature pipeline orchestration for PyAlloq.
Key Modules
BaseFeatureTransformer: Abstract base class for all feature transformation modules operating onMarketData.TechnicalIndicator: Applies TA-Lib technical indicators (e.g.,SMA,RSI,MACD,ATR,BBANDS) across asset columns of a 2D DataFrame and appends resulting features toMarketData.features.FeaturePipeline: Sequential feature pipeline builder for chaining feature transformers.scalers: Cross-sectional and time-series feature normalization and standardization utilities.
Quick Example
from pyalloq_features.transformers.technical import TechnicalIndicator
from pyalloq_features.core.pipeline import FeaturePipeline
# Define feature engineering pipeline
pipeline = FeaturePipeline()
pipeline.add(TechnicalIndicator(indicator="RSI", timeperiod=14))
pipeline.add(TechnicalIndicator(indicator="SMA", timeperiod=50))
# Apply transformations directly to MarketData
# updated_data = pipeline.run(market_data)
1 maintainer
Metadata
1 maintainer
Release files for pyalloq-features 0.1.19
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| pyalloq_features-0.1.19-py3-none-any.whl | Python 3 | none | any | Details |
Release files / pyalloq_features-0.1.19-py3-none-any.whl
| Download URL | pyalloq_features-0.1.19-py3-none-any.whl |
|---|---|
| Size | 6.4 kB |
| Tags | Python 3 |
|
SHA-256 checksum How to use checksums |
a036b7c81d97308b5505e813fcf4b822f8ef0b8a639e5a19365211d13f573643
|
|
BLAKE2b-256 checksum How to use checksums |
060b4da697d7d260bf7980e74ace80991f9b25857df7d028f652449fd1967933
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
uv/0.13.5 {"installer":{"name":"uv","version":"0.13.5","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"24.04","id":"noble","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true}
|
Security for pyalloq-features 0.1.19
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.
No provenance found
None of the files in this release were uploaded with provenance metadata.
A note on package security
PyPI is a repository for distributing packages, not a service for auditing them. While third-party security researchers and our staff do their best to detect and remove malicious packages, PyPI cannot guarantee the quality, security or suitability of any given package.
To learn more about protecting yourself from malicious actors, visit our package security documentation.
