coppice
A simple decision tree and random forest library using a Rust backend.
Installation
pip install coppice
Usage
Python
import numpy as np
from coppice import _coppice
x = ... # [w, n]
y = ... # [n]
x = x.astype(np.float32)
y = y.astype(np.uint32)
_coppice.train_tree_np(x, y, max_depth=5)
_coppice.train_forest_np(x, y, max_depth=5, num_trees=10)
CLI
usage: coppice_ [-h] [--model-type {tree,forest}] [--num-trees NUM_TREES]
[--max-depth MAX_DEPTH]
x-path y-path
positional arguments:
x-path
y-path
options:
-h, --help show this help message and exit
--model-type {tree,forest}
--num-trees NUM_TREES
--max-depth MAX_DEPTH
Development
git clone git@github.com:JBwdn/coppice.git
cd coppice
pip install -e ".[dev]"
maturin develop
pre-commit install
1 maintainer
Metadata
1 maintainer
Release files for coppice 0.2.0
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | |
|---|---|---|---|
| coppice-0.2.0.tar.gz | 240.2 kB | Details |
Built distributions (wheels)
Total release size: 29.5 MB
Release files / coppice-0.2.0.tar.gz
| Download URL | coppice-0.2.0.tar.gz |
|---|---|
| Size | 240.2 kB |
| Tags | Source |
|
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maturin/1.5.1
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Release files / coppice-0.2.0-pp310-pypy310_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
| Download URL | coppice-0.2.0-pp310-pypy310_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl |
|---|---|
| Size | 1.1 MB |
| Tags | Linux glibc 2.17+ x86-64 PyPy 3.10 PyPy 3.10 7.3 |
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Release files / coppice-0.2.0-pp310-pypy310_pp73-manylinux_2_17_s390x.manylinux2014_s390x.whl
| Download URL | coppice-0.2.0-pp310-pypy310_pp73-manylinux_2_17_s390x.manylinux2014_s390x.whl |
|---|---|
| Size | 1.2 MB |
| Tags | Linux glibc 2.17+ IBM System/390x PyPy 3.10 PyPy 3.10 7.3 |
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Release files / coppice-0.2.0-pp310-pypy310_pp73-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
| Download URL | coppice-0.2.0-pp310-pypy310_pp73-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl |
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| Size | 1.2 MB |
| Tags | Linux glibc 2.17+ PowerPC 64-le PyPy 3.10 PyPy 3.10 7.3 |
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Release files / coppice-0.2.0-pp310-pypy310_pp73-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
| Download URL | coppice-0.2.0-pp310-pypy310_pp73-manylinux_2_17_armv7l.manylinux2014_armv7l.whl |
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| Size | 1.1 MB |
| Tags | Linux glibc 2.17+ ARMv7l PyPy 3.10 PyPy 3.10 7.3 |
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Release files / coppice-0.2.0-pp310-pypy310_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
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| Tags | Linux glibc 2.17+ ARM64 PyPy 3.10 PyPy 3.10 7.3 |
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Release files / coppice-0.2.0-pp310-pypy310_pp73-manylinux_2_12_i686.manylinux2010_i686.whl
| Download URL | coppice-0.2.0-pp310-pypy310_pp73-manylinux_2_12_i686.manylinux2010_i686.whl |
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Release files / coppice-0.2.0-cp312-none-win_amd64.whl
| Download URL | coppice-0.2.0-cp312-none-win_amd64.whl |
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Release files / coppice-0.2.0-cp312-none-win32.whl
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| Download URL | coppice-0.2.0-cp312-cp312-manylinux_2_17_s390x.manylinux2014_s390x.whl |
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| Download URL | coppice-0.2.0-cp312-cp312-manylinux_2_17_armv7l.manylinux2014_armv7l.whl |
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| Download URL | coppice-0.2.0-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl |
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| Download URL | coppice-0.2.0-cp311-none-win_amd64.whl |
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Release files / coppice-0.2.0-cp311-cp311-macosx_10_12_x86_64.whl
| Download URL | coppice-0.2.0-cp311-cp311-macosx_10_12_x86_64.whl |
|---|---|
| Size | 286.6 kB |
| Tags | CPython 3.11 macOS 10.12+ x86-64 |
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Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
maturin/1.5.1
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Release files / coppice-0.2.0-cp310-none-win_amd64.whl
| Download URL | coppice-0.2.0-cp310-none-win_amd64.whl |
|---|---|
| Size | 166.9 kB |
| Tags | CPython 3.10 Windows x86-64 |
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SHA-256 checksum How to use checksums |
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Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
maturin/1.5.1
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Release files / coppice-0.2.0-cp310-none-win32.whl
| Download URL | coppice-0.2.0-cp310-none-win32.whl |
|---|---|
| Size | 157.8 kB |
| Tags | CPython 3.10 Windows x86-32 |
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SHA-256 checksum How to use checksums |
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Uploaded using Trusted Publishing? What is trusted publishing? |
No |
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maturin/1.5.1
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Release files / coppice-0.2.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
| Download URL | coppice-0.2.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl |
|---|---|
| Size | 1.1 MB |
| Tags | CPython 3.10 Linux glibc 2.17+ x86-64 |
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SHA-256 checksum How to use checksums |
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Uploaded using Trusted Publishing? What is trusted publishing? |
No |
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maturin/1.5.1
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Release files / coppice-0.2.0-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl
| Download URL | coppice-0.2.0-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl |
|---|---|
| Size | 1.2 MB |
| Tags | CPython 3.10 Linux glibc 2.17+ IBM System/390x |
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SHA-256 checksum How to use checksums |
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No |
| Uploaded via |
maturin/1.5.1
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Release files / coppice-0.2.0-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
| Download URL | coppice-0.2.0-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl |
|---|---|
| Size | 1.2 MB |
| Tags | CPython 3.10 Linux glibc 2.17+ PowerPC 64-le |
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SHA-256 checksum How to use checksums |
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No |
| Uploaded via |
maturin/1.5.1
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Release files / coppice-0.2.0-cp310-cp310-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
| Download URL | coppice-0.2.0-cp310-cp310-manylinux_2_17_armv7l.manylinux2014_armv7l.whl |
|---|---|
| Size | 1.1 MB |
| Tags | CPython 3.10 Linux glibc 2.17+ ARMv7l |
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SHA-256 checksum How to use checksums |
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Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
maturin/1.5.1
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Release files / coppice-0.2.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
| Download URL | coppice-0.2.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl |
|---|---|
| Size | 1.1 MB |
| Tags | CPython 3.10 Linux glibc 2.17+ ARM64 |
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SHA-256 checksum How to use checksums |
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No |
| Uploaded via |
maturin/1.5.1
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Release files / coppice-0.2.0-cp310-cp310-manylinux_2_12_i686.manylinux2010_i686.whl
| Download URL | coppice-0.2.0-cp310-cp310-manylinux_2_12_i686.manylinux2010_i686.whl |
|---|---|
| Size | 1.1 MB |
| Tags | CPython 3.10 Linux glibc 2.12+ x86-32 |
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SHA-256 checksum How to use checksums |
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Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
maturin/1.5.1
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Release files / coppice-0.2.0-cp310-cp310-macosx_11_0_arm64.whl
| Download URL | coppice-0.2.0-cp310-cp310-macosx_11_0_arm64.whl |
|---|---|
| Size | 273.6 kB |
| Tags | CPython 3.10 macOS 11.0+ ARM64 |
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SHA-256 checksum How to use checksums |
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BLAKE2b-256 checksum How to use checksums |
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Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
maturin/1.5.1
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Release files / coppice-0.2.0-cp310-cp310-macosx_10_12_x86_64.whl
| Download URL | coppice-0.2.0-cp310-cp310-macosx_10_12_x86_64.whl |
|---|---|
| Size | 286.7 kB |
| Tags | CPython 3.10 macOS 10.12+ x86-64 |
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SHA-256 checksum How to use checksums |
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BLAKE2b-256 checksum How to use checksums |
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Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
maturin/1.5.1
|
