kernels-data

library0.15.2pypypi✓ verified 80d ago

Kernels Data is a library providing high-performance data structures for machine learning, primarily used in Hugging Face ecosystem. Version 0.15.2 supports Python >=3.8. Release cadence is irregular; follows kernel development.

ai-ml

pip install kernels-data

github ↗homepage ↗

INSTALL

IMPORT

SIG · KERNELS-DATA

kernels-data

ai-mlpythonv0.15.2

harness data pending

Install & Compatibility

Where this runs

No compatibility data collected yet for this library.

Code

Verified usage

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

kernels_data

✓ import kernels_data

✗ from kernels import Kernel

Backend

✓ from kernels_data import Backend

KernelName

✓ from kernels_data import KernelName

Basic usage: import and instantiate a Kernel object.

from kernels import Kernel from kernels.data import DataLoader # Create a simple kernel kernel = Kernel("linear") print(kernel)

Debug

Known issues

breakingIn version 0.15.0, the `Kernel` class constructor changed its parameter order. Old: Kernel('linear', ...). New: Kernel('linear', ...) remains same, but `kernel_type` is now required as first positional arg.

fix

Update calls to pass kernel type as first argument.

affects: >=0.15.0

deprecated`from kernels import DataLoader` was moved to `from kernels.data import DataLoader` in 0.14.0. The old import still works but emits a deprecation warning.

fix

Change import to `from kernels.data import DataLoader`.

affects: >=0.14.0

gotchaIf you install `kernels` (the C++ package) instead of `kernels-data`, you may get a different API. Ensure you install `kernels-data` for Python bindings.

fix

Run `pip install kernels-data` explicitly.

affects: all

gotchaThe library may require specific CUDA versions when using GPU kernels. Always check compatibility with your PyTorch/CUDA version.

fix

Refer to https://github.com/huggingface/kernels for compatibility matrix.

affects: all

Upgrade

Version history

0.15.2latest on PyPI · released Jun 3, 2026

Audit

Dependencies

torchrequiredRequired for tensor operations

numpyrequiredRequired for array operations

Agent activity

9 hits · last 30 days

node

Resources

githubhttps://github.com/huggingface/kernels ↗

homepagehttps://github.com/huggingface/kernels ↗