Factual package intelligence from PyPI

charting-by-machines 0.2.0 package intelligence

ML-based portfolio selection from historical price patterns (Murray, Xia, Xiao 2024)

pip install charting-by-machines

Current version
0.2.0
Python requirement
<4.0,>=3.10
License
MIT
Distribution type
Pure Python wheel
Release files
2 (1 wheels, 1 source)
Download size
101.0 KiB
Release history
2 releases with files
Median release cadence
0 days

charting-by-machines dependencies

PyPI declares 20 unique dependency rules for this release. Environment markers are shown when supplied by the project.

  1. hydra-core <2.0.0,>=1.3.0
  2. loguru <0.8.0,>=0.7.0
  3. matplotlib <4.0.0,>=3.8.0
  4. mlflow <3.0.0,>=2.8.0
  5. numpy <2.0.0,>=1.24.0
  6. omegaconf <3.0.0,>=2.3.0
  7. pandas <3.0.0,>=2.0.0
  8. polars <2.0.0,>=1.0.0
  9. pyarrow <15.0.0,>=14.0.0
  10. pydantic <3.0.0,>=2.0.0
  11. pydantic-settings <3.0.0,>=2.0.0
  12. rich <14.0.0,>=13.0.0
  13. scikit-learn <2.0.0,>=1.3.0
  14. scipy <2.0.0,>=1.11.0
  15. seaborn <0.14.0,>=0.13.0
  16. statsmodels <0.15.0,>=0.14.0
  17. torch <3.0.0,>=2.0.0
  18. tqdm <5.0.0,>=4.66.0
  19. typer <0.10.0,>=0.9.0
  20. yfinance <0.3.0,>=0.2.28

Compatibility and release files

charting-by-machines publishes 1 wheel and 1 source archive for version 0.2.0. Wheel platform tags: any.

Declared Python classifiers: 3.10, 3.11, 3.12, 3.13, 3.14.

Metadata completeness

PyPI does not currently declare: project URL. PyDeps marks these fields as unknown instead of guessing values.

Release activity and sources

PyPI lists 2 releases with files. The first dated release is ; 2 releases fall within the 365 days preceding the latest dated release. The current release files were uploaded on . The preceding dated release was .

The project does not publish external project URLs in its PyPI metadata.