HG Systematic

This is a library of utilities and examples to highlight how HGraph can be used to implement systematic trading strategies.

See this for more information.

Development

This project uses uv for environment and dependency management. See https://docs.astral.sh/uv/ for installation instructions.

Here are some useful commands:

Create a local virtual environment in the project directory (./.venv) with Python 3.12:

uv venv --python 3.12

Install the project and its dependencies:

# Base dependencies
uv sync

# Include documentation dependencies
uv sync --extra docs

# Install all optional extras (e.g. tests, adaptors)
uv sync --all-extras --all-groups

PyCharm can use the interpreter from ./.venv (created by uv) to set up the project. Recent versions of PyCharm support uv, use the "uv" interpreter type.

Run Tests

# No Coverage
uv run pytest

# Generate Coverage Report
uv run pytest --cov=hg_systematic --cov-report=xml

Project links

Data verified by PyPI on Jul 26, 2026
Data provided by the project maintainers, verified at the time the release was uploaded to PyPI.

Key dates

PyPI data
Data sourced directly from PyPI's database.
  • Released:
Newer release available (0.2.2)

1 maintainer

PyPI data
Data sourced directly from PyPI's database.
Avatar for hhenson from gravatar.com hhenson

Credits

Author: Howard Henson

GitHub Statistics

Data verified by PyPI on Jul 26, 2026
The GitHub source repository was provided by the project maintainers and verified by PyPI at the time of upload. Stars, forks, and open issues/PRs are derived from that repository and have not been independently verified.

License

MIT

Requires

Python >=3.12

Provides Extra

docs test

Tags

forward propogating graph fpg frp functional functional reactive programming graph reactive strategy systematic time series time-series trading

Classifiers

Report project as malware

Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

hg_systematic-0.2.1.tar.gz (509.7 kB view details)

Uploaded Source

Built Distribution

If you're not sure about the file name format, learn more about wheel file names.

hg_systematic-0.2.1-py3-none-any.whl (44.4 kB view details)

Uploaded Python 3

File details

Details for the file hg_systematic-0.2.1.tar.gz.

File metadata

  • Download URL: hg_systematic-0.2.1.tar.gz
  • Upload date:
  • Size: 509.7 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/6.1.0 CPython/3.13.14

File hashes

Hashes for hg_systematic-0.2.1.tar.gz
Algorithm Hash digest
SHA256 bded64d094355fa4e7c177f45208715b242a6ed65d22bded762a6154686690dc
MD5 3c8b11b89840ce67d09a2d1619d4f569
BLAKE2b-256 4f4df0ab1b2e8c4b207dc97fc3897036e7ff7036da6bacb6c51881045c4f2796

See more details on using hashes here.

Provenance

The following attestation bundles were made for hg_systematic-0.2.1.tar.gz:

Publisher: deploy-on-tag.yml on hhenson/hg_systematic

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file hg_systematic-0.2.1-py3-none-any.whl.

File metadata

  • Download URL: hg_systematic-0.2.1-py3-none-any.whl
  • Upload date:
  • Size: 44.4 kB
  • Tags: Python 3
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/6.1.0 CPython/3.13.14

File hashes

Hashes for hg_systematic-0.2.1-py3-none-any.whl
Algorithm Hash digest
SHA256 74e61b68753780b96e510bdadad80e8feed162f697d1b646b2857ea96ef3251b
MD5 24fd6be86f1e85ed96e758f297495f2b
BLAKE2b-256 af8aea1754232f70a4e1a44d89d3335b45985f9b09a5991709bef830bcfed123

See more details on using hashes here.

Provenance

The following attestation bundles were made for hg_systematic-0.2.1-py3-none-any.whl:

Publisher: deploy-on-tag.yml on hhenson/hg_systematic

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

Release history Release notifications | RSS feed

0.2.2

2 files

This release

0.2.1 This release

2 files

0.2.0

2 files

0.1.0

2 files

0.0.46

2 files

0.0.45

2 files

0.0.44

2 files

0.0.43

2 files

0.0.42

2 files

0.0.41

2 files

0.0.40

2 files

0.0.39

2 files

0.0.38

2 files

0.0.37

2 files

0.0.36

2 files

0.0.35

2 files

0.0.34

2 files

0.0.33

2 files

0.0.32

2 files

0.0.31

2 files

0.0.30

2 files

0.0.29

2 files

0.0.28

2 files

0.0.27

2 files

0.0.26

2 files

0.0.25

2 files

0.0.24

2 files

0.0.23

2 files

0.0.22

2 files

0.0.21

2 files

0.0.20

2 files

0.0.19

2 files

0.0.18

2 files

0.0.17

2 files

0.0.16

2 files

0.0.15

2 files

0.0.14

2 files

0.0.13

2 files

0.0.12

2 files

0.0.11

2 files

0.0.10

2 files

0.0.9

2 files

0.0.8

2 files

0.0.7

2 files

0.0.5

2 files

0.0.4

2 files

0.0.3

2 files

0.0.2

2 files

0.0.1

2 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