libqif
Install
pip install qif
- Needs
haswellor later CPU (AVX2) pythonversions supported: 3.11 to 3.15- MacOS: 15 or later (x86_64 and arm64)
A sample program
from qif import *
def compute_bayes(C):
pi = probab.uniform(C.shape[0])
print("Channel:\n", C)
print("Prior:\n", pi)
print("Bayes vulnerability", measure.bayes_vuln.posterior(pi, C))
print("Bayes mult-capacity", measure.bayes_vuln.mult_capacity(C))
compute_bayes(channel.randu(5))
# same, but using rational arithmetic
set_default_type(rat)
C = numpy.array([
[rat(1,2), rat(1,4), rat(1,4)],
[rat(1,6), rat(3,6), rat(2,6)],
[rat(1,2), rat(1,2), rat(0)],
])
compute_bayes(C)
Documentation
The documentation is available at libqif.chatzi.org.
Use libqif with C++
See the installation instructions.
1 maintainer
Metadata
1 maintainer
Release files for qif 1.6.0
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Built distributions (wheels)
| File | Reset | |||
|---|---|---|---|---|
| qif-1.6.0-cp315-cp315-win_amd64.whl | CPython 3.15 | CPython 3.15 | Windows x86-64 | Details |
| qif-1.6.0-cp315-cp315-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl | CPython 3.15 | CPython 3.15 | Linux glibc 2.27+ x86-64, Linux glibc 2.28+ x86-64 | Details |
| qif-1.6.0-cp315-cp315-macosx_15_0_x86_64.whl | CPython 3.15 | CPython 3.15 | macOS 15.0+ x86-64 | Details |
| qif-1.6.0-cp315-cp315-macosx_15_0_arm64.whl | CPython 3.15 | CPython 3.15 | macOS 15.0+ ARM64 | Details |
| qif-1.6.0-cp314-cp314-win_amd64.whl | CPython 3.14 | CPython 3.14 | Windows x86-64 | Details |
| qif-1.6.0-cp314-cp314-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl | CPython 3.14 | CPython 3.14 | Linux glibc 2.27+ x86-64, Linux glibc 2.28+ x86-64 | Details |
| qif-1.6.0-cp314-cp314-macosx_15_0_x86_64.whl | CPython 3.14 | CPython 3.14 | macOS 15.0+ x86-64 | Details |
| qif-1.6.0-cp314-cp314-macosx_15_0_arm64.whl | CPython 3.14 | CPython 3.14 | macOS 15.0+ ARM64 | Details |
| qif-1.6.0-cp313-cp313-win_amd64.whl | CPython 3.13 | CPython 3.13 | Windows x86-64 | Details |
| qif-1.6.0-cp313-cp313-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl | CPython 3.13 | CPython 3.13 | Linux glibc 2.27+ x86-64, Linux glibc 2.28+ x86-64 | Details |
| qif-1.6.0-cp313-cp313-macosx_15_0_x86_64.whl | CPython 3.13 | CPython 3.13 | macOS 15.0+ x86-64 | Details |
| qif-1.6.0-cp313-cp313-macosx_15_0_arm64.whl | CPython 3.13 | CPython 3.13 | macOS 15.0+ ARM64 | Details |
| qif-1.6.0-cp312-cp312-win_amd64.whl | CPython 3.12 | CPython 3.12 | Windows x86-64 | Details |
| qif-1.6.0-cp312-cp312-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl | CPython 3.12 | CPython 3.12 | Linux glibc 2.28+ x86-64, Linux glibc 2.27+ x86-64 | Details |
| qif-1.6.0-cp312-cp312-macosx_15_0_x86_64.whl | CPython 3.12 | CPython 3.12 | macOS 15.0+ x86-64 | Details |
| qif-1.6.0-cp312-cp312-macosx_15_0_arm64.whl | CPython 3.12 | CPython 3.12 | macOS 15.0+ ARM64 | Details |
| qif-1.6.0-cp311-cp311-win_amd64.whl | CPython 3.11 | CPython 3.11 | Windows x86-64 | Details |
| qif-1.6.0-cp311-cp311-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl | CPython 3.11 | CPython 3.11 | Linux glibc 2.28+ x86-64, Linux glibc 2.27+ x86-64 | Details |
| qif-1.6.0-cp311-cp311-macosx_15_0_x86_64.whl | CPython 3.11 | CPython 3.11 | macOS 15.0+ x86-64 | Details |
| qif-1.6.0-cp311-cp311-macosx_15_0_arm64.whl | CPython 3.11 | CPython 3.11 | macOS 15.0+ ARM64 | Details |
Total release size: 627.2 MB
Release files / qif-1.6.0-cp315-cp315-win_amd64.whl
| Download URL | qif-1.6.0-cp315-cp315-win_amd64.whl |
|---|---|
| Size | 37.7 MB |
| Tags | CPython 3.15 Windows x86-64 |
|
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No |
| Uploaded via |
twine/7.0.0 CPython/3.13.16
|
Release files / qif-1.6.0-cp315-cp315-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
| Download URL | qif-1.6.0-cp315-cp315-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl |
|---|---|
| Size | 41.9 MB |
| Tags | CPython 3.15 Linux glibc 2.27+ x86-64 Linux glibc 2.28+ x86-64 |
|
SHA-256 checksum How to use checksums |
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No |
| Uploaded via |
twine/7.0.0 CPython/3.13.16
|
Release files / qif-1.6.0-cp315-cp315-macosx_15_0_x86_64.whl
| Download URL | qif-1.6.0-cp315-cp315-macosx_15_0_x86_64.whl |
|---|---|
| Size | 24.7 MB |
| Tags | CPython 3.15 macOS 15.0+ x86-64 |
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| Uploaded via |
twine/7.0.0 CPython/3.13.16
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Release files / qif-1.6.0-cp315-cp315-macosx_15_0_arm64.whl
| Download URL | qif-1.6.0-cp315-cp315-macosx_15_0_arm64.whl |
|---|---|
| Size | 21.8 MB |
| Tags | CPython 3.15 macOS 15.0+ ARM64 |
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twine/7.0.0 CPython/3.13.16
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Release files / qif-1.6.0-cp314-cp314-win_amd64.whl
| Download URL | qif-1.6.0-cp314-cp314-win_amd64.whl |
|---|---|
| Size | 37.7 MB |
| Tags | CPython 3.14 Windows x86-64 |
|
SHA-256 checksum How to use checksums |
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Release files / qif-1.6.0-cp314-cp314-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
| Download URL | qif-1.6.0-cp314-cp314-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl |
|---|---|
| Size | 41.9 MB |
| Tags | CPython 3.14 Linux glibc 2.27+ x86-64 Linux glibc 2.28+ x86-64 |
|
SHA-256 checksum How to use checksums |
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twine/7.0.0 CPython/3.13.16
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Release files / qif-1.6.0-cp314-cp314-macosx_15_0_x86_64.whl
| Download URL | qif-1.6.0-cp314-cp314-macosx_15_0_x86_64.whl |
|---|---|
| Size | 24.7 MB |
| Tags | CPython 3.14 macOS 15.0+ x86-64 |
|
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twine/7.0.0 CPython/3.13.16
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Release files / qif-1.6.0-cp314-cp314-macosx_15_0_arm64.whl
| Download URL | qif-1.6.0-cp314-cp314-macosx_15_0_arm64.whl |
|---|---|
| Size | 21.8 MB |
| Tags | CPython 3.14 macOS 15.0+ ARM64 |
|
SHA-256 checksum How to use checksums |
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twine/7.0.0 CPython/3.13.16
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Release files / qif-1.6.0-cp313-cp313-win_amd64.whl
| Download URL | qif-1.6.0-cp313-cp313-win_amd64.whl |
|---|---|
| Size | 36.7 MB |
| Tags | CPython 3.13 Windows x86-64 |
|
SHA-256 checksum How to use checksums |
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| Uploaded via |
twine/7.0.0 CPython/3.13.16
|
Release files / qif-1.6.0-cp313-cp313-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
| Download URL | qif-1.6.0-cp313-cp313-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl |
|---|---|
| Size | 41.9 MB |
| Tags | CPython 3.13 Linux glibc 2.27+ x86-64 Linux glibc 2.28+ x86-64 |
|
SHA-256 checksum How to use checksums |
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| Uploaded via |
twine/7.0.0 CPython/3.13.16
|
Release files / qif-1.6.0-cp313-cp313-macosx_15_0_x86_64.whl
| Download URL | qif-1.6.0-cp313-cp313-macosx_15_0_x86_64.whl |
|---|---|
| Size | 24.7 MB |
| Tags | CPython 3.13 macOS 15.0+ x86-64 |
|
SHA-256 checksum How to use checksums |
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| Uploaded via |
twine/7.0.0 CPython/3.13.16
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Release files / qif-1.6.0-cp313-cp313-macosx_15_0_arm64.whl
| Download URL | qif-1.6.0-cp313-cp313-macosx_15_0_arm64.whl |
|---|---|
| Size | 21.8 MB |
| Tags | CPython 3.13 macOS 15.0+ ARM64 |
|
SHA-256 checksum How to use checksums |
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| Uploaded via |
twine/7.0.0 CPython/3.13.16
|
Release files / qif-1.6.0-cp312-cp312-win_amd64.whl
| Download URL | qif-1.6.0-cp312-cp312-win_amd64.whl |
|---|---|
| Size | 36.7 MB |
| Tags | CPython 3.12 Windows x86-64 |
|
SHA-256 checksum How to use checksums |
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| Uploaded via |
twine/7.0.0 CPython/3.13.16
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Release files / qif-1.6.0-cp312-cp312-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
| Download URL | qif-1.6.0-cp312-cp312-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl |
|---|---|
| Size | 41.9 MB |
| Tags | CPython 3.12 Linux glibc 2.27+ x86-64 Linux glibc 2.28+ x86-64 |
|
SHA-256 checksum How to use checksums |
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| Uploaded via |
twine/7.0.0 CPython/3.13.16
|
Release files / qif-1.6.0-cp312-cp312-macosx_15_0_x86_64.whl
| Download URL | qif-1.6.0-cp312-cp312-macosx_15_0_x86_64.whl |
|---|---|
| Size | 24.7 MB |
| Tags | CPython 3.12 macOS 15.0+ x86-64 |
|
SHA-256 checksum How to use checksums |
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| Uploaded via |
twine/7.0.0 CPython/3.13.16
|
Release files / qif-1.6.0-cp312-cp312-macosx_15_0_arm64.whl
| Download URL | qif-1.6.0-cp312-cp312-macosx_15_0_arm64.whl |
|---|---|
| Size | 21.8 MB |
| Tags | CPython 3.12 macOS 15.0+ ARM64 |
|
SHA-256 checksum How to use checksums |
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twine/7.0.0 CPython/3.13.16
|
Release files / qif-1.6.0-cp311-cp311-win_amd64.whl
| Download URL | qif-1.6.0-cp311-cp311-win_amd64.whl |
|---|---|
| Size | 36.7 MB |
| Tags | CPython 3.11 Windows x86-64 |
|
SHA-256 checksum How to use checksums |
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| Uploaded via |
twine/7.0.0 CPython/3.13.16
|
Release files / qif-1.6.0-cp311-cp311-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
| Download URL | qif-1.6.0-cp311-cp311-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl |
|---|---|
| Size | 41.9 MB |
| Tags | CPython 3.11 Linux glibc 2.27+ x86-64 Linux glibc 2.28+ x86-64 |
|
SHA-256 checksum How to use checksums |
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twine/7.0.0 CPython/3.13.16
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Release files / qif-1.6.0-cp311-cp311-macosx_15_0_x86_64.whl
| Download URL | qif-1.6.0-cp311-cp311-macosx_15_0_x86_64.whl |
|---|---|
| Size | 24.7 MB |
| Tags | CPython 3.11 macOS 15.0+ x86-64 |
|
SHA-256 checksum How to use checksums |
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| Uploaded via |
twine/7.0.0 CPython/3.13.16
|
Release files / qif-1.6.0-cp311-cp311-macosx_15_0_arm64.whl
| Download URL | qif-1.6.0-cp311-cp311-macosx_15_0_arm64.whl |
|---|---|
| Size | 21.8 MB |
| Tags | CPython 3.11 macOS 15.0+ ARM64 |
|
SHA-256 checksum How to use checksums |
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twine/7.0.0 CPython/3.13.16
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Security for qif 1.6.0
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