Lightning-fast credit scorecard building with Polars

Project description

Polars-Credit

PyPI - Downloads

Overview

Polars-credit is a Python library designed for lightning-fast credit scorecard building.

Features

High Performance: Built on top of Polars, ensuring fast data processing and manipulation.
Easy to Use: Simple and intuitive API for building credit scorecards.
Scalable: Capable of handling large datasets with ease.
Integration with Scikit-Learn: Seamlessly integrates with scikit-learn API and pipeline.

Project details

Release history Release notifications | RSS feed

This version

0.5.0

Sep 15, 2024

Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

polars_credit-0.5.0.tar.gz (96.7 kB view details)

Uploaded Sep 15, 2024 Source

Built Distributions

polars_credit-0.5.0-cp38-abi3-win_amd64.whl (13.3 MB view details)

Uploaded Sep 15, 2024 CPython 3.8+ Windows x86-64

polars_credit-0.5.0-cp38-abi3-manylinux_2_24_aarch64.whl (14.9 MB view details)

Uploaded Sep 15, 2024 CPython 3.8+ manylinux: glibc 2.24+ ARM64

polars_credit-0.5.0-cp38-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (15.3 MB view details)

Uploaded Sep 15, 2024 CPython 3.8+ manylinux: glibc 2.17+ x86-64

polars_credit-0.5.0-cp38-abi3-macosx_11_0_arm64.whl (12.9 MB view details)

Uploaded Sep 15, 2024 CPython 3.8+ macOS 11.0+ ARM64

polars_credit-0.5.0-cp38-abi3-macosx_10_12_x86_64.whl (13.8 MB view details)

Uploaded Sep 15, 2024 CPython 3.8+ macOS 10.12+ x86-64

File details

Details for the file polars_credit-0.5.0.tar.gz.

File metadata

Download URL: polars_credit-0.5.0.tar.gz
Upload date: Sep 15, 2024
Size: 96.7 kB
Tags: Source
Uploaded using Trusted Publishing? Yes
Uploaded via: maturin/1.7.1

File hashes

Hashes for polars_credit-0.5.0.tar.gz
Algorithm	Hash digest
SHA256	`40ee2c23957eb160ebc5486e24a6c5841cc02da5fefdf4a8db3d86d53bbebf7d`
MD5	`fa818f50f56d7529b4168674ccaac0bf`
BLAKE2b-256	`7996b9333f4d01c3c191aa16389a82b3b8f5270d4be217e1c04bf37fda08dbcc`

See more details on using hashes here.

File details

Details for the file polars_credit-0.5.0-cp38-abi3-win_amd64.whl.

File metadata

Download URL: polars_credit-0.5.0-cp38-abi3-win_amd64.whl
Upload date: Sep 15, 2024
Size: 13.3 MB
Tags: CPython 3.8+, Windows x86-64
Uploaded using Trusted Publishing? Yes
Uploaded via: maturin/1.7.1

File hashes

Hashes for polars_credit-0.5.0-cp38-abi3-win_amd64.whl
Algorithm	Hash digest
SHA256	`a5b19faeee60f8dd0cb692f12fafd8407f92bceb87850c24f246d9d790462d5b`
MD5	`1460fa3e8bd7d0a133f2ebdbf6e7c358`
BLAKE2b-256	`08f61ebf7db0c4a7cd075072a795c7dbb1aae8c6ba64c610ce9fee1681d5f056`

See more details on using hashes here.

File details

Details for the file polars_credit-0.5.0-cp38-abi3-manylinux_2_24_aarch64.whl.

File metadata

Download URL: polars_credit-0.5.0-cp38-abi3-manylinux_2_24_aarch64.whl
Upload date: Sep 15, 2024
Size: 14.9 MB
Tags: CPython 3.8+, manylinux: glibc 2.24+ ARM64
Uploaded using Trusted Publishing? Yes
Uploaded via: maturin/1.7.1

File hashes

Hashes for polars_credit-0.5.0-cp38-abi3-manylinux_2_24_aarch64.whl
Algorithm	Hash digest
SHA256	`8c1546e092f348edfcd19c956ec5bfaf823af7555707b45665069acb2002baa2`
MD5	`6dc1667bdef85de0d4280bfb16ef21a1`
BLAKE2b-256	`c78052d65b6744250f1191b7ba2e9d37a8a58e566736c1264bd2e03a335664fb`

See more details on using hashes here.

File details

Details for the file polars_credit-0.5.0-cp38-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.

File metadata

Download URL: polars_credit-0.5.0-cp38-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Upload date: Sep 15, 2024
Size: 15.3 MB
Tags: CPython 3.8+, manylinux: glibc 2.17+ x86-64
Uploaded using Trusted Publishing? Yes
Uploaded via: maturin/1.7.1

File hashes

Hashes for polars_credit-0.5.0-cp38-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm	Hash digest
SHA256	`ebff651d092c3b2768f6a41972ffbc07c16209403b3ebac33b30a3ad1c9b13a0`
MD5	`0730beaae04d9cfe8e07291a854e18db`
BLAKE2b-256	`2cc17ce720f7bb87266e3bbdfca1c84697b4d74fe30f0a73af3661c08e83cdca`

See more details on using hashes here.

File details

Details for the file polars_credit-0.5.0-cp38-abi3-macosx_11_0_arm64.whl.

File metadata

Download URL: polars_credit-0.5.0-cp38-abi3-macosx_11_0_arm64.whl
Upload date: Sep 15, 2024
Size: 12.9 MB
Tags: CPython 3.8+, macOS 11.0+ ARM64
Uploaded using Trusted Publishing? Yes
Uploaded via: maturin/1.7.1

File hashes

Hashes for polars_credit-0.5.0-cp38-abi3-macosx_11_0_arm64.whl
Algorithm	Hash digest
SHA256	`6e4de4dab7c507d8a489b0f3ecec2b13e40f42fe9c0e333fbf14582190150b22`
MD5	`87d023295f998bee6e1f01c3317d0dde`
BLAKE2b-256	`074e95ce8fb67d40e64a60a6a6e51feec63413c375a6ebe2aa27a3d6a11ea945`

See more details on using hashes here.

File details

Details for the file polars_credit-0.5.0-cp38-abi3-macosx_10_12_x86_64.whl.

File metadata

Download URL: polars_credit-0.5.0-cp38-abi3-macosx_10_12_x86_64.whl
Upload date: Sep 15, 2024
Size: 13.8 MB
Tags: CPython 3.8+, macOS 10.12+ x86-64
Uploaded using Trusted Publishing? Yes
Uploaded via: maturin/1.7.1

File hashes

Hashes for polars_credit-0.5.0-cp38-abi3-macosx_10_12_x86_64.whl
Algorithm	Hash digest
SHA256	`21af56c9339b1aa17572d181cdbecd0128d5ace5889d7b649ba7927071f92a47`
MD5	`3cce9394ce07f6530389badf31a83a3a`
BLAKE2b-256	`c322a888fa7c22ef1c467046a30590925aebe652965dd2b4be9902af8f99aa75`