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 Sep 8, 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 Sep 8, 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-4.3.0.tar.gz (815.4 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-4.3.0-py2.py3-none-any.whl (827.8 kB view details)

Uploaded Python 2Python 3

File details

Details for the file timely_beliefs-4.3.0.tar.gz.

File metadata

  • Download URL: timely_beliefs-4.3.0.tar.gz
  • Upload date:
  • Size: 815.4 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/7.0.0 CPython/3.13.14

File hashes

Hashes for timely_beliefs-4.3.0.tar.gz
Algorithm Hash digest
SHA256 58d43389b6e8e58d04a16b44bee16439cd6b7dd194bb5f6647310d02ab2fac59
MD5 59a2092df982f3b57e17d6c6f51b326a
BLAKE2b-256 7a6caa4bee525c7548ccecafbd4770169b697e2a2a6064627aee60ee11b1c3a5

See more details on using hashes here.

Provenance

The following attestation bundles were made for timely_beliefs-4.3.0.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-4.3.0-py2.py3-none-any.whl.

File metadata

File hashes

Hashes for timely_beliefs-4.3.0-py2.py3-none-any.whl
Algorithm Hash digest
SHA256 0f6289ca9d53a9754f9acd0a75217d3fa1e405a5ce7c4a5e22aabba94da3a406
MD5 8c54fccfb083b24c7118e05281c13c33
BLAKE2b-256 1ea980effd54111ba16ae030b90c38ab3480db2d0d0ec5ccfb8792414b6493df

See more details on using hashes here.

Provenance

The following attestation bundles were made for timely_beliefs-4.3.0-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

4.3.0 This release

2 files

4.2.0

2 files

4.1.0

2 files

4.0.1

2 files

4.0.0

2 files

3.5.5

2 files

3.5.4

2 files

3.5.3

2 files

3.5.2

2 files

3.5.1

2 files

3.5.0

2 files

3.4.0

2 files

3.3.3

2 files

3.3.2

2 files

3.3.1

2 files

3.3.0

2 files

3.2.3

2 files

3.2.2

2 files

3.2.1

2 files

3.2.0

2 files

3.1.0

2 files

3.0.2

2 files

3.0.1

2 files

3.0.0

2 files

2.3.1

2 files

2.3.0

2 files

2.2.1

2 files

2.2.0

2 files

2.1.2

2 files

2.1.1

2 files

2.1.0

2 files

2.0.0

2 files

1.26.0

2 files

1.25.1

2 files

1.25.0

2 files

1.24.0

2 files

1.23.0

2 files

1.22.0

2 files

1.21.0

2 files

Pre-release

1.21.0rc1

2 files

1.20.1

2 files

1.20.0

2 files

1.19.0

2 files

1.18.0

2 files

1.17.0

2 files

1.16.0

2 files

1.15.0

2 files

1.14.0

2 files

1.13.1

2 files

1.13.0

2 files

1.12.0

2 files

Pre-release

1.11.6.dev26

2 files

Pre-release

1.11.6.dev25

2 files

1.11.5

2 files

1.11.4

2 files

1.11.3

2 files

1.11.2

2 files

1.11.1

2 files

1.11.0

2 files

1.10.0

2 files

1.9.2

2 files

Yanked

1.9.1

2 files

1.9.0

2 files

1.8.0

2 files

1.7.0

2 files

1.6.0

2 files

1.5.1

2 files

1.5.0

2 files

1.4.5

2 files

Pre-release

1.4.5.dev6228270

2 files

1.4.4

2 files

1.4.3

1 file

1.4.2

1 file

1.4.1

1 file

1.4.0

1 file

1.3.0

1 file

Pre-release

1.3.0.dev8856

1 file

Pre-release

1.3.0.dev2664

1 file

1.2.1

1 file

1.2.0

1 file

1.1.0

1 file

1.0.1

1 file

1.0.0

1 file

Pre-release

1.0.0.dev4303554

1 file

0.1.3

1 file

0.1.2

1 file

Pre-release

0.1.2.dev1080541

1 file

0.1.1

2 files

Pre-release

0.1.1.dev617939

2 files

0.1.0

2 files

Pre-release

0.1.0.dev8720538

2 files

Pre-release

0.0.10.dev92038

2 files

Pre-release

0.0.10.dev41533

2 files

0.0.9

2 files

0.0.8

2 files

Pre-release

0.0.8.dev921527

2 files

Pre-release

0.0.8.dev408928

2 files

0.0.6

2 files

Pre-release

0.0.6.dev97121

2 files

Pre-release

0.0.6.dev97120

2 files

Pre-release

0.0.6.dev97119

2 files

0.0.5

2 files

0.0.4

2 files

Pre-release

0.0.4.dev20190513

2 files

Pre-release

0.0.4.dev7003045

2 files

Pre-release

0.0.4.dev902390

2 files

Pre-release

0.0.4.dev5739

2 files

Pre-release

0.0.4.dev1

2 files

0.0.3

2 files

Pre-release

0.0.3a0

2 files

0.0.1

2 files

0.0.0

1 file

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