Model to represent data as beliefs about events, stored in the form of a multi-index pandas DataFrame enriched with attributes to get out convenient representations of the data.

Project links

Data verified by PyPI on Aug 3, 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:
Latest release

2 maintainers

PyPI data
Data sourced directly from PyPI's database.
Avatar for flix6x from gravatar.com flix6x Avatar for seitabv from gravatar.com seitabv

Credits

Author: Seita BV

GitHub Statistics

Data verified by PyPI on Aug 3, 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 License

Requires

Python >=3.6

Provides Extra

viz forecast

Tags

time series forecasting analytics visualization uncertainty lineage

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

timely_beliefs-4.2.0.tar.gz (805.8 kB view details)

Uploaded Source

Built Distribution

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

timely_beliefs-4.2.0-py2.py3-none-any.whl (817.9 kB view details)

Uploaded Python 2Python 3

File details

Details for the file timely_beliefs-4.2.0.tar.gz.

File metadata

  • Download URL: timely_beliefs-4.2.0.tar.gz
  • Upload date:
  • Size: 805.8 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/7.0.0 CPython/3.13.14

File hashes

Hashes for timely_beliefs-4.2.0.tar.gz
Algorithm Hash digest
SHA256 cfd3be10aab15e6c3eedae6d1d6de994a4cdbf7f5174a235095399759f14bcbf
MD5 ccf2a04f175dfa3b9669608e00e5672b
BLAKE2b-256 0eccc4c2114dc098a89796f2697bfcd2419f51fdb483f94671bee53d271a90c0

See more details on using hashes here.

Provenance

The following attestation bundles were made for timely_beliefs-4.2.0.tar.gz:

Publisher: release.yml on SeitaBV/timely-beliefs

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

File details

Details for the file timely_beliefs-4.2.0-py2.py3-none-any.whl.

File metadata

File hashes

Hashes for timely_beliefs-4.2.0-py2.py3-none-any.whl
Algorithm Hash digest
SHA256 d955b71a269aafe7380575a155850667d602649020235aedd4498b32cdacd85b
MD5 b3a986b5deb73e0e8878494a492f839e
BLAKE2b-256 2d3121909375dd54d9c883687c0f9ded62244abe6f992bcafdf2a188ff0b94b7

See more details on using hashes here.

Provenance

The following attestation bundles were made for timely_beliefs-4.2.0-py2.py3-none-any.whl:

Publisher: release.yml on SeitaBV/timely-beliefs

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

Release history Release notifications | RSS feed

This release

4.2.0

4.1.0

4.0.1

4.0.0

3.5.5

3.5.4

3.5.3

3.5.2

3.5.1

3.5.0

3.4.0

3.3.3

3.3.2

3.3.1

3.3.0

3.2.3

3.2.2

3.2.1

3.2.0

3.1.0

3.0.2

3.0.1

3.0.0

2.3.1

2.3.0

2.2.1

2.2.0

2.1.2

2.1.1

2.1.0

2.0.0

1.26.0

1.25.1

1.25.0

1.24.0

1.23.0

1.22.0

1.21.0

1.21.0rc1 pre-release

1.20.1

1.20.0

1.19.0

1.18.0

1.17.0

1.16.0

1.15.0

1.14.0

1.13.1

1.13.0

1.12.0

1.11.6.dev26 pre-release

1.11.6.dev25 pre-release

1.11.5

1.11.4

1.11.3

1.11.2

1.11.1

1.11.0

1.10.0

1.9.2

1.9.1 yanked

1.9.0

1.8.0

1.7.0

1.6.0

1.5.1

1.5.0

1.4.5

1.4.5.dev6228270 pre-release

1.4.4

1.4.3

1.4.2

1.4.1

1.4.0

1.3.0

1.3.0.dev8856 pre-release

1.3.0.dev2664 pre-release

1.2.1

1.2.0

1.1.0

1.0.1

1.0.0

1.0.0.dev4303554 pre-release

0.1.3

0.1.2

0.1.2.dev1080541 pre-release

0.1.1

0.1.1.dev617939 pre-release

0.1.0

0.1.0.dev8720538 pre-release

0.0.10.dev92038 pre-release

0.0.10.dev41533 pre-release

0.0.9

0.0.8

0.0.8.dev921527 pre-release

0.0.8.dev408928 pre-release

0.0.6

0.0.6.dev97121 pre-release

0.0.6.dev97120 pre-release

0.0.6.dev97119 pre-release

0.0.5

0.0.4

0.0.4.dev20190513 pre-release

0.0.4.dev7003045 pre-release

0.0.4.dev902390 pre-release

0.0.4.dev5739 pre-release

0.0.4.dev1 pre-release

0.0.3

0.0.3a0 pre-release

0.0.1

0.0.0

Supported by

AWS Cloud computing and Security Sponsor Datadog Monitoring Depot Continuous Integration Fastly CDN Google Download Analytics Sentry Error logging StatusPage Status page