csdnlzh / mlpython

MLPython is a library for organizing machine learning research.

MLPython

Python Machine Learning Framework which aims fast access to many standard datasets (like MNIST, CIFAR, NIPS, yahoo_ltrc1, medical and etc).

This repository is a migration from BitBucket of Hugo Larochelle: MLPython in order to maintain more developer friendly environment, better documentation and pip packaging.

Installation

For quick installation with pip:

pip install mlpython

ML python also uses some native codes in C programming language for correct installation please refer to : Installation

Quick sample

import mlpython.datasets.store as dataset_store
import os

os.environ["MLPYTHON_DATASET_REPO"] = "/home/mylinux_home/directory"
dataset_store.download('mnist')
trainset,validset,testset = dataset_store.get_classification_problem('mnist')

Full Documentation

For the full documentation pleas check here:

Documentation