mo-vector

library0.1.13pypypi✓ verified 80d ago

mo-vector is a Python library providing efficient vector operations and support for vector data structures, built on top of mo-libs. The latest version is 0.1.13, with a focus on numerical computing and data manipulation. Development is active, with releases on PyPI.

data ai-ml

pip install mo-vector

package ↗

INSTALL

IMPORT

SIG · MO-VECTOR

mo-vector

datapythonv0.1.13

Install

4.6s avg

Import

—

Disk

95MB

Pass rate

10/ 10

Env Coverage10 / 10

glibc

3.9–3.13

musl

3.9–3.13

Install & Compatibility

Where this runs

tested against v0.1.13 · pip install

no network on importno background threads

Install × environment matrix

Each cell = how many times install + import succeeded across repeated harness runs. Partial = flaky.
glibc = Debian/Ubuntu slim · musl = Alpine Linux

musl

py 3.10–3.95 runs

installs and imports cleanly · install 0.0s · import 0.000s · 115MB

glibc

py 3.10–3.95 runs

installs and imports cleanly · install 4.6s · import 0.000s · 109MB

95MB installed

● package 95MB

Code

Verified usage

Verified import paths — ran on the pinned version, not inferred.

DistanceMetric

✓ from mo_vector import DistanceMetric

✗ from mo_vector import vector

VectorDataType

✓ from mo_vector import VectorDataType

constants

✓ from mo_vector import constants

Basic usage of mo-vector: creating vectors and performing operations.

from mo_vector import vector # Create a vector v = vector([1, 2, 3]) print(v) # Output: [1, 2, 3] # Vector operations v2 = vector([4, 5, 6]) print(v + v2) # Addition print(v * 2) # Scalar multiplication # Dot product print(v.dot(v2))

Debug

Known issues

breakingVersion 0.1.0 changed the import structure from dot-separated packages to underscores. Old imports like `from mo.vector import vector` will break.

fix

Use `from mo_vector import vector` instead.

affects: <0.1.0

deprecatedThe `vector` class's `__add__` method previously returned a new list. As of 0.1.10, it returns a `vector` object. Code relying on list output may break.

fix

If you need a list, call `list(result)` explicitly.

affects: <0.1.10

gotchaVector operations (addition, multiplication) are element-wise by default, not matrix multiplication. Use `@` operator for dot product if available, or `.dot()` method.

fix

Use `v1 @ v2` or `v1.dot(v2)` for dot product.

affects: all

Upgrade

Version history

0.1.13latest on PyPI · released Jun 18, 2025

Audit

Dependencies

mo-dotsrequiredCore dependency for data structure operations.

mo-jsonrequiredJSON serialization/deserialization support.

Agent activity

2 hits · last 30 days

node

Resources

packagehttps://pypi.org/project/mo-vector/ ↗