semvec/pypi-packages huggingface dataset:
gpkg.mnist 0.6.1
CNN and multinomial logistic regression classifiers for MNIST digits (Guild AI)
License: Apache 2.0
Keywords: gpkg

gpkg.mnist
##########

*CNN and multinomial logistic regression classifiers for MNIST digits (Guild
AI)*

Models
######

cnn
===

*CNN classifier for MNIST*

Operations
^^^^^^^^^^

evaluate
--------
*Evaluate a trained CNN*

train
-----
*Train the CNN*

Flags
`````
**batch-size**
  *Number of images to include in a training batch (default is 100)*

**epochs**
  *Number of epochs to train (default is 5)*

**learning-rate**
  *Learning rate (default is 0.0001)*


logreg
======

*Multinomial logistic regression classifier for MNIST*

Operations
^^^^^^^^^^

evaluate
--------
*Evaluate a trained logistic regression*

train
-----
*Train the logistic regression*

Flags
`````
**batch-size**
  *Number of images to include in a training batch (default is 100)*

**epochs**
  *Number of epochs to train (default is 5)*

**learning-rate**
  *Learning rate (default is 0.5)*


samples
=======

*Sample MNIST images*

Operations
^^^^^^^^^^

prepare
-------
*Generate a set of sample MNIST images*

Flags
`````
**count**
  *Number of images to generate (default is 100)*


_check
======

Operations
^^^^^^^^^^

all
---

cnn
---

logreg
------