gandlf

library0.1.5pypypi✓ verified 81d ago

A generalizable AI framework for segmentation, regression, and classification in medical imaging, built on PyTorch. Current version 0.1.5, with releases on PyPI monthly. Supports multiple architectures and modalities.

ai-ml data llm-agents

pip install gandlf

package ↗homepage ↗

INSTALL

IMPORT

SIG · GANDLF

gandlf

ai-mlpythonv0.1.5

Install

—

Import

—

Disk

—

Pass rate

0/ 10

Env Coverage0 / 10

glibc

3.9–3.13

musl

3.9–3.13

Install & Compatibility

Where this runs

tested against v? · pip install

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

build_error

glibc

py 3.10–3.95 runs

timeout

Code

Verified usage

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

GANDLF

✓ import GANDLF

✗ from gandlf import GANDLF

Basic training with GaNDLF using a YAML config file. Replace paths as needed.

from gandlf import GANDLF import os gandlf_instance = GANDLF( config_path='path/to/config.yaml', data_path='path/to/data/' ) gandlf_instance.train() # For inference: # gandlf_instance.infer(input='path/to/test.nii.gz')

Debug

Known issues

breakingPython version must be >3.9 and <3.13. Installing with Python 3.13+ will fail.

fix

Use Python 3.10, 3.11, or 3.12.

affects: >=0.1.0

deprecatedImporting from gandlf directly (e.g., 'from gandlf import TrainingManager') is deprecated after v0.1.0.

fix

Use full submodule path (e.g., 'from gandlf.training_manager import TrainingManager').

affects: >=0.1.0

gotchaThe config file must have absolute paths for data directories; relative paths may cause file-not-found errors.

fix

Use os.path.abspath() or absolute paths in YAML.

affects: all

breakingGaNDLF requires MONAI and PyTorch to be installed separately; pip does not automatically install them.

fix

Run 'pip install torch monai' before installing gandlf.

affects: all

Upgrade

Version history

0.1.5latest on PyPI · released Aug 14, 2025

Audit

Dependencies

torchrequiredCore deep learning framework

monairequiredMedical imaging utilities and transformations

nibabelrequiredReading/writing NIfTI medical images

Agent activity

23 hits · last 30 days

node

OpenAI (training)

Resources

packagehttps://pypi.org/project/gandlf/ ↗

homepagehttps://gandlf.readthedocs.io ↗