Registry / type-stubs / data-science-types

data-science-types

library0.2.23pypypiunverified

Type stubs for Python machine learning libraries such as pandas, numpy, matplotlib, and scikit-learn. Current version 0.2.23, requires Python >=3.6. Low release cadence.

type-stubs data ai-ml

pip install data-science-types

github ↗package ↗

INSTALL

IMPORT

SIG · DATA-SCIENCE-TYPES

data-science-types

type-stubspythonv0.2.23

Install

1.5s avg

Import

—

Disk

16MB

Pass rate

10/ 10

Env Coverage10 / 10

glibc

3.9–3.13

musl

3.9–3.13

Install & Compatibility

Where this runs

tested against v0.2.23 · 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 · 18.1MB

glibc

py 3.10–3.95 runs

installs and imports cleanly · install 1.5s · import 0.000s · 19MB

16MB installed

● package 16MB

Code

Verified usage

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

numpy

✓ import numpy-stubs as numpy

✗ import numpy as np

pandas

✓ import pandas-stubs as pandas

✗ import pandas as pd

matplotlib

✓ import matplotlib-stubs as matplotlib

✗ import matplotlib as mpl

Basic usage: install package, then use pandas/numpy as usual; mypy or pyright will use stubs.

import pandas as pd import numpy as np df = pd.DataFrame({'a': [1, 2, 3]}) reveal_type(df) # mypy will infer DataFrame type

Debug

Known issues

gotchaThe package does not provide stubs for all functions and may be incomplete. It is not actively maintained; consider migrating to typeshed stubs (pandas-stubs, numpy-stubs) instead.

fix

Install individual stub packages: pip install pandas-stubs numpy-stubs

affects: all

deprecateddata-science-types is in maintenance mode with infrequent updates. Newer pandas/numpy versions may have incomplete stub coverage.

fix

Use alternative stub packages like pandas-stubs, numpy-stubs, and scikit-learn-stubs.

affects: >=0.2.23

Upgrade

Version history

0.2.23latest on PyPI · released Feb 16, 2021

Audit

Dependencies

No dependency data recorded yet.

Agent activity

39 hits · last 30 days

node

Amazon

OpenAI (training)

Resources

githubhttps://github.com/predictive-analytics-lab/data-science-types ↗

packagehttps://pypi.org/project/data-science-types/ ↗