Kelzer
Based on: Kelly, J. L., Jr. (1956). "A New Interpretation of Information Rate." Bell System Technical Journal, 35(4), 917–926. doi:10.1002/j.1538-7305.1956.tb03809.x
A stupidly fast, native C++ Python extension implementing the Kelly Criterion for optimal bet (but lets call them 'investments' instead) sizing.
Install
pip install kelzer
Usage
import kelzer
kelzer.fraction(win_prob, decimal_odds, multiplier=1.0, decimals=4)
Returns the optimal fraction of bankroll to wager.
| Parameter | Type | Required | Default | Description |
|---|---|---|---|---|
win_prob |
float | yes | — | Probability of winning, in (0, 1) |
decimal_odds |
float | yes | — | Decimal odds, must be > 1 |
multiplier |
float | no | 1.0 | Fraction of Kelly to apply, in (0, 1] |
decimals |
int | no | 4 | Decimal places to round result to (0–15) |
Examples
import kelzer
# Full Kelly — 60% chance at 2.0 odds
kelzer.fraction(0.6, 2.0)
# 0.2
# Quarter Kelly
kelzer.fraction(0.6, 2.0, multiplier=0.25)
# 0.05
# Half Kelly, 6 decimal places
kelzer.fraction(0.55, 1.9, multiplier=0.5, decimals=6)
# 0.055556
# Negative edge — don't bet
kelzer.fraction(0.3, 2.0)
# -0.4
Error handling
kelzer.fraction(0.0, 2.0) # ValueError: win_prob must be in (0, 1)
kelzer.fraction(0.6, 1.0) # ValueError: decimal_odds must be > 1
kelzer.fraction(0.6, 2.0, multiplier=0.0) # ValueError: multiplier must be in (0, 1]
The formula
f* = (b·p − q) / b
Where b = decimal_odds − 1, p = win_prob, q = 1 − p. The result is then scaled by multiplier.
License
Apache 2.0
1 maintainer
Metadata
1 maintainer
Release files for kelzer 1.0.0
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | |
|---|---|---|---|
| kelzer-1.0.0.tar.gz | 7.2 kB | Details |
Built distributions (wheels)
Total release size: 358.2 kB
Release files / kelzer-1.0.0.tar.gz
| Download URL | kelzer-1.0.0.tar.gz |
|---|---|
| Size | 7.2 kB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
4abc4fa36bf79548ffe810f00bab88e24925f59c2bc8d16a948e790a3871e28d
|
|
BLAKE2b-256 checksum How to use checksums |
e0070068db744102adcc570fec564711ea7e1674fe400d89b764b210cbf23e10
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.13.7
|
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.
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on Mar 14, 2026.
Transparency logRelease files / kelzer-1.0.0-cp313-cp313-win_amd64.whl
| Download URL | kelzer-1.0.0-cp313-cp313-win_amd64.whl |
|---|---|
| Size | 11.8 kB |
| Tags | CPython 3.13 Windows x86-64 |
|
SHA-256 checksum How to use checksums |
8434e0a9ea348eee2a42e9b06648fb37291cb46ec5040c8a1c7092a6d74b73dd
|
|
BLAKE2b-256 checksum How to use checksums |
86dd129b770137e2c51351b69eae3bea0f704a1f325eeeaffe91d4e728582cb8
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.13.7
|
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.
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on Mar 14, 2026.
Transparency logRelease files / kelzer-1.0.0-cp313-cp313-musllinux_1_2_x86_64.whl
| Download URL | kelzer-1.0.0-cp313-cp313-musllinux_1_2_x86_64.whl |
|---|---|
| Size | 20.2 kB |
| Tags | CPython 3.13 Linux musl 1.2+ x86-64 |
|
SHA-256 checksum How to use checksums |
347711f3726f4799ec6e692eaa4d019d3aef9f042ee2830e82d02cc328ce7e20
|
|
BLAKE2b-256 checksum How to use checksums |
7338c90473197f32b19c25acd4f88964b107888c12139b970350d3fbfb092c75
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.13.7
|
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.
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on Mar 14, 2026.
Transparency logRelease files / kelzer-1.0.0-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
| Download URL | kelzer-1.0.0-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl |
|---|---|
| Size | 23.4 kB |
| Tags | CPython 3.13 Linux glibc 2.17+ x86-64 |
|
SHA-256 checksum How to use checksums |
060ed08f2fb43823418a3d6c19bf867ddac051358d169254fea682a7e67b85b4
|
|
BLAKE2b-256 checksum How to use checksums |
89d2449c098cfb9ed95e6334d2c76bdb879874af9c16047ca17a9ddc02e5940d
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.13.7
|
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.
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on Mar 14, 2026.
Transparency logRelease files / kelzer-1.0.0-cp313-cp313-macosx_11_0_arm64.whl
| Download URL | kelzer-1.0.0-cp313-cp313-macosx_11_0_arm64.whl |
|---|---|
| Size | 8.7 kB |
| Tags | CPython 3.13 macOS 11.0+ ARM64 |
|
SHA-256 checksum How to use checksums |
4b6957fff2021dd5c54c51f86397b1f2de8ce6ac4e2672e023daedb6fb13ed6d
|
|
BLAKE2b-256 checksum How to use checksums |
3e234e3c8d7395d353de401c12eb831e17b5748bb6f94cd7304547df725f869b
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.13.7
|
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.
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on Mar 14, 2026.
Transparency logRelease files / kelzer-1.0.0-cp313-cp313-macosx_10_13_x86_64.whl
| Download URL | kelzer-1.0.0-cp313-cp313-macosx_10_13_x86_64.whl |
|---|---|
| Size | 8.4 kB |
| Tags | CPython 3.13 macOS 10.13+ x86-64 |
|
SHA-256 checksum How to use checksums |
0f57d8ba5228a6675ebed7a88df8ca4718e7a6de2e91f6623978e9cb48d84c17
|
|
BLAKE2b-256 checksum How to use checksums |
535748eb3df09957687f84c541b02c0630e96c7286ba30bc405338e7b5ab9dc5
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.13.7
|
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.
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on Mar 14, 2026.
Transparency logRelease files / kelzer-1.0.0-cp312-cp312-win_amd64.whl
| Download URL | kelzer-1.0.0-cp312-cp312-win_amd64.whl |
|---|---|
| Size | 11.8 kB |
| Tags | CPython 3.12 Windows x86-64 |
|
SHA-256 checksum How to use checksums |
fa55d5ad4e95345511cbbf8c0aeac515cec141fffa81acb6d7d57e613c6b532f
|
|
BLAKE2b-256 checksum How to use checksums |
70ffea0a47ae037c3fd873afe7d8f280178339f2fe6b2a923c614ca7d7cfa0df
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.13.7
|
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.
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on Mar 14, 2026.
Transparency logRelease files / kelzer-1.0.0-cp312-cp312-musllinux_1_2_x86_64.whl
| Download URL | kelzer-1.0.0-cp312-cp312-musllinux_1_2_x86_64.whl |
|---|---|
| Size | 20.3 kB |
| Tags | CPython 3.12 Linux musl 1.2+ x86-64 |
|
SHA-256 checksum How to use checksums |
3c73f2e3af3ce68b67166417e31c6180f0a602acd626e0b6342c9b2eb9dcad5e
|
|
BLAKE2b-256 checksum How to use checksums |
ad9332ffa6498a60677d86702952aa3effd950fba5e05f7db03baa4fc08c6334
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.13.7
|
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.
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on Mar 14, 2026.
Transparency logRelease files / kelzer-1.0.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
| Download URL | kelzer-1.0.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl |
|---|---|
| Size | 20.8 kB |
| Tags | CPython 3.12 Linux glibc 2.17+ x86-64 |
|
SHA-256 checksum How to use checksums |
3323d9e2810b712a5818ddf23b878d3c35db47c9194035f5472bfea51628464d
|
|
BLAKE2b-256 checksum How to use checksums |
d0a02010ef708e583218b7fe465a3910a5b472148e7a5b6249ed48c71109a1b5
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.13.7
|
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.
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on Mar 14, 2026.
Transparency logRelease files / kelzer-1.0.0-cp312-cp312-macosx_11_0_arm64.whl
| Download URL | kelzer-1.0.0-cp312-cp312-macosx_11_0_arm64.whl |
|---|---|
| Size | 8.7 kB |
| Tags | CPython 3.12 macOS 11.0+ ARM64 |
|
SHA-256 checksum How to use checksums |
14411e19cc73cf8b0834785d7986d4fa669c28b9eb21b3de1f4c2d004776b02f
|
|
BLAKE2b-256 checksum How to use checksums |
7d4c31fcb70f47ffdbd54e7bcc8dfa077532727da53e3ae44231f3524dc115ff
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.13.7
|
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.
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on Mar 14, 2026.
Transparency logRelease files / kelzer-1.0.0-cp312-cp312-macosx_10_13_x86_64.whl
| Download URL | kelzer-1.0.0-cp312-cp312-macosx_10_13_x86_64.whl |
|---|---|
| Size | 8.4 kB |
| Tags | CPython 3.12 macOS 10.13+ x86-64 |
|
SHA-256 checksum How to use checksums |
4bcb4faf5e8061b6a202f3c962fe4fff7cf41b527591970bf87f116f16da52f2
|
|
BLAKE2b-256 checksum How to use checksums |
2475c0fb6c95b527ae673c39ff98b02f7b815e2043a047e6e6334e74c491f480
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.13.7
|
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.
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on Mar 14, 2026.
Transparency logRelease files / kelzer-1.0.0-cp311-cp311-win_amd64.whl
| Download URL | kelzer-1.0.0-cp311-cp311-win_amd64.whl |
|---|---|
| Size | 11.8 kB |
| Tags | CPython 3.11 Windows x86-64 |
|
SHA-256 checksum How to use checksums |
1026b4bac47475ebc782888ba6b8cbaf2942e4f1860ca883dbfb4e5de642ec95
|
|
BLAKE2b-256 checksum How to use checksums |
4bca37cca2d3c36f09f7eba6fb6dbe5ed1ccfb707eb170c9552135735d7791f8
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.13.7
|
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.
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on Mar 14, 2026.
Transparency logRelease files / kelzer-1.0.0-cp311-cp311-musllinux_1_2_x86_64.whl
| Download URL | kelzer-1.0.0-cp311-cp311-musllinux_1_2_x86_64.whl |
|---|---|
| Size | 20.1 kB |
| Tags | CPython 3.11 Linux musl 1.2+ x86-64 |
|
SHA-256 checksum How to use checksums |
d98d7081c800ddd8af77dc01b53fbd5a63e2e8c7330974dc2ee747527ce2d294
|
|
BLAKE2b-256 checksum How to use checksums |
90337dee2c8607257df16270c852e81713fb83ff1f68d32dbc916cd33e7e778d
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.13.7
|
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.
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on Mar 14, 2026.
Transparency logRelease files / kelzer-1.0.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
| Download URL | kelzer-1.0.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl |
|---|---|
| Size | 20.6 kB |
| Tags | CPython 3.11 Linux glibc 2.17+ x86-64 |
|
SHA-256 checksum How to use checksums |
3fc8d05d40f31b750863c546c9f1bd0d457965e7c11354d1d9d24ab5b4a86def
|
|
BLAKE2b-256 checksum How to use checksums |
13b5d20ef76137e4834ce3be0cf786b8535c82050ebb764ac28a4683cdaf31b7
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.13.7
|
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.
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on Mar 14, 2026.
Transparency logRelease files / kelzer-1.0.0-cp311-cp311-macosx_11_0_arm64.whl
| Download URL | kelzer-1.0.0-cp311-cp311-macosx_11_0_arm64.whl |
|---|---|
| Size | 8.7 kB |
| Tags | CPython 3.11 macOS 11.0+ ARM64 |
|
SHA-256 checksum How to use checksums |
74488a80e6903493f79bd2169ab3b06d126b29dc3691f3c899e7fad0b67b9c83
|
|
BLAKE2b-256 checksum How to use checksums |
9889f39ac8f58f3022ca86e64cb6f195fd2696eab6a53675cf08604fcbf7c34e
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.13.7
|
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.
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on Mar 14, 2026.
Transparency logRelease files / kelzer-1.0.0-cp311-cp311-macosx_10_9_x86_64.whl
| Download URL | kelzer-1.0.0-cp311-cp311-macosx_10_9_x86_64.whl |
|---|---|
| Size | 8.4 kB |
| Tags | CPython 3.11 macOS 10.9+ x86-64 |
|
SHA-256 checksum How to use checksums |
7d14a6cc1d4d3b9dac370e79ce5f19ea3cb3b479f59f6989a3901ddbfb9f9f3f
|
|
BLAKE2b-256 checksum How to use checksums |
4707f5f18df7fc84c687dabb1f7ef17732a89a4f5025ca2fa739b2e3262b737d
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.13.7
|
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.
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on Mar 14, 2026.
Transparency logRelease files / kelzer-1.0.0-cp310-cp310-win_amd64.whl
| Download URL | kelzer-1.0.0-cp310-cp310-win_amd64.whl |
|---|---|
| Size | 11.8 kB |
| Tags | CPython 3.10 Windows x86-64 |
|
SHA-256 checksum How to use checksums |
023dea38ab8cdf3d183ac49f9178a33271401f5cb6131d4c19ba31576a3ff860
|
|
BLAKE2b-256 checksum How to use checksums |
97710d28504f9868909392b7b74de605121c09dcab17d42c1ab8e98b5285ce4d
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.13.7
|
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.
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on Mar 14, 2026.
Transparency logRelease files / kelzer-1.0.0-cp310-cp310-musllinux_1_2_x86_64.whl
| Download URL | kelzer-1.0.0-cp310-cp310-musllinux_1_2_x86_64.whl |
|---|---|
| Size | 20.1 kB |
| Tags | CPython 3.10 Linux musl 1.2+ x86-64 |
|
SHA-256 checksum How to use checksums |
eff3269fc1f2dd74f3d1d5b28eff28b265e458bd7757384641458a7ef7aadc59
|
|
BLAKE2b-256 checksum How to use checksums |
8a431d562bca7b993a460a19b1b139fdd07ca813c5ae3c7121a047ef0c5d9c49
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.13.7
|
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.
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on Mar 14, 2026.
Transparency logRelease files / kelzer-1.0.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
| Download URL | kelzer-1.0.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl |
|---|---|
| Size | 20.6 kB |
| Tags | CPython 3.10 Linux glibc 2.17+ x86-64 |
|
SHA-256 checksum How to use checksums |
008a8035b901fc8ebef11337f7e084d28e130eac587e0bd90ec3dbf73a1e09dc
|
|
BLAKE2b-256 checksum How to use checksums |
4ca1575873fb5b70826ca7643fcdbe835bf547b0285e0e40cd3273c230ae1f2f
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.13.7
|
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.
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on Mar 14, 2026.
Transparency logRelease files / kelzer-1.0.0-cp310-cp310-macosx_11_0_arm64.whl
| Download URL | kelzer-1.0.0-cp310-cp310-macosx_11_0_arm64.whl |
|---|---|
| Size | 8.7 kB |
| Tags | CPython 3.10 macOS 11.0+ ARM64 |
|
SHA-256 checksum How to use checksums |
38f80fdfe0a344df9ffb178a8eca4c8e2e7b170a78a0f0ebe7f27ec135529e16
|
|
BLAKE2b-256 checksum How to use checksums |
a1537118771c1e9b95fe15113f9c0e3a604078b723544c571da1ca85fb1a669e
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.13.7
|
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.
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on Mar 14, 2026.
Transparency logRelease files / kelzer-1.0.0-cp310-cp310-macosx_10_9_x86_64.whl
| Download URL | kelzer-1.0.0-cp310-cp310-macosx_10_9_x86_64.whl |
|---|---|
| Size | 8.4 kB |
| Tags | CPython 3.10 macOS 10.9+ x86-64 |
|
SHA-256 checksum How to use checksums |
3e50193189f6409ba94ccc687c28a21ca2877c73e6bb5d1497b234da1da1fa7a
|
|
BLAKE2b-256 checksum How to use checksums |
7220c9483c98611b8c749beb7f091a505a355d30fe0fcdf2942360c918d2e0c8
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.13.7
|
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.
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on Mar 14, 2026.
Transparency logRelease files / kelzer-1.0.0-cp39-cp39-win_amd64.whl
| Download URL | kelzer-1.0.0-cp39-cp39-win_amd64.whl |
|---|---|
| Size | 11.8 kB |
| Tags | CPython 3.9 Windows x86-64 |
|
SHA-256 checksum How to use checksums |
682eb2d5249cfacc90ebed6205f75ac01d1759ad647c168692fc5f3415651ff4
|
|
BLAKE2b-256 checksum How to use checksums |
5e3d5f3db94ba34737930370f77031b1b916345df5fd181ad160f22e6293795e
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.13.7
|
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.
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on Mar 14, 2026.
Transparency logRelease files / kelzer-1.0.0-cp39-cp39-musllinux_1_2_x86_64.whl
| Download URL | kelzer-1.0.0-cp39-cp39-musllinux_1_2_x86_64.whl |
|---|---|
| Size | 20.0 kB |
| Tags | CPython 3.9 Linux musl 1.2+ x86-64 |
|
SHA-256 checksum How to use checksums |
5bb3e330fa56a6fc760b89c10db61ec182b4cf61fc64c761a471c00211c1398f
|
|
BLAKE2b-256 checksum How to use checksums |
7132d4fb02d554e2595fbd769eb363d89f031d8141186dbdd28f84a76fcf18a4
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.13.7
|
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.
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on Mar 14, 2026.
Transparency logRelease files / kelzer-1.0.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
| Download URL | kelzer-1.0.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl |
|---|---|
| Size | 20.4 kB |
| Tags | CPython 3.9 Linux glibc 2.17+ x86-64 |
|
SHA-256 checksum How to use checksums |
af2b94285390f17e3e3a2ee973db6cd06644cfe6dd9c851581d307dcccae82d4
|
|
BLAKE2b-256 checksum How to use checksums |
bcee760e8b7abacdb7398fd34a8e23fc0343cc9a92f82accbf3181ecab3494db
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.13.7
|
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.
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on Mar 14, 2026.
Transparency logRelease files / kelzer-1.0.0-cp39-cp39-macosx_11_0_arm64.whl
| Download URL | kelzer-1.0.0-cp39-cp39-macosx_11_0_arm64.whl |
|---|---|
| Size | 8.7 kB |
| Tags | CPython 3.9 macOS 11.0+ ARM64 |
|
SHA-256 checksum How to use checksums |
de4076bc292e96fcfad525d084d11d0873c8b177c94bea40099c33413cf2da37
|
|
BLAKE2b-256 checksum How to use checksums |
d75b1ccebcd9e3631711b29ea0e50b238cebfd4e39e04b75051f3b8bf23a1584
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.13.7
|
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.
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on Mar 14, 2026.
Transparency logRelease files / kelzer-1.0.0-cp39-cp39-macosx_10_9_x86_64.whl
| Download URL | kelzer-1.0.0-cp39-cp39-macosx_10_9_x86_64.whl |
|---|---|
| Size | 8.4 kB |
| Tags | CPython 3.9 macOS 10.9+ x86-64 |
|
SHA-256 checksum How to use checksums |
4e5b32cade41021e9fa27a6d9ae77078e461abdfde0ebfc43be2105ecfc1a655
|
|
BLAKE2b-256 checksum How to use checksums |
3e0f90cbef44c79389b889e40b413338289fcd7f6501fd77c4d56feba57028bb
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.13.7
|
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.
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on Mar 14, 2026.
Transparency log
