https://github.com/ultmaster/mnist-toy-machine

https://github.com/ultmaster/mnist-toy-machine

Last synced: over 1 year ago
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• Host: GitHub
• URL: https://github.com/ultmaster/mnist-toy-machine
• Owner: ultmaster
• Created: 2018-05-31T12:09:05.000Z (about 8 years ago)
• Default Branch: master
• Last Pushed: 2018-06-14T09:49:29.000Z (about 8 years ago)
• Last Synced: 2025-01-23T05:45:27.989Z (over 1 year ago)
• Language: Jupyter Notebook
• Size: 38.5 MB
• Stars: 0
• Watchers: 2
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: readme.md

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README

          
# MNIST Toy Machine

CS420 Course Project.

## Dependencies

* Python 3.5

* Tensorflow 1.8

* sklearn 0.19

* numpy, pandas, ...

## Starting

Run `prepare_data.py` as your first step to generate data preprocessing cache.

## What do we have?

* kNN / SVM / PCA Model

* CNN Model

* VAE (with and without conv)

* CVAE

## What are the directories?

* `notebook` has some visualization code.

* `old` is some unsuccessful models.

* `data` holds the MNIST in its standard version and modified one.

## More?

Read the report / slides from the `report` directory for details.

## Cast

716030210013, 716030210014 @ SJTU 2018