https://github.com/imgarylai/mlfp
Machine Learning Final Project
https://github.com/imgarylai/mlfp
machine-learning matlab survival-analysis
Last synced: 7 months ago
JSON representation
Machine Learning Final Project
- Host: GitHub
- URL: https://github.com/imgarylai/mlfp
- Owner: imgarylai
- Created: 2016-09-21T18:12:46.000Z (about 9 years ago)
- Default Branch: master
- Last Pushed: 2017-04-04T01:11:23.000Z (over 8 years ago)
- Last Synced: 2025-01-21T23:43:16.403Z (9 months ago)
- Topics: machine-learning, matlab, survival-analysis
- Language: Matlab
- Homepage:
- Size: 4.84 MB
- Stars: 2
- Watchers: 7
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
Awesome Lists containing this project
README
# Machine Learning Final Project
## How to setup environment:
### Clone this project to your local machine
```
$ git clone git@github.com:imgarylai/mlfp.git
```
### Setup data
Download and unzip [cleaned data](https://github.com/imgarylai/mlfp/wiki/Clean-data-%5BFinal%5D) to `mlfp/data/`
### Matlab setup
Open MATLAB and go to the navigation bar.
HOME -> ENVIRONMENT -> Set path ->Add with subdirectories
Add `mlfp` directory to MATLAB PATH
### How to run
Run main.m, then you will be prompted to enter.
### File directory
```
mlfp/
|____ main.m
|
|____ cIndex.m
|
|____ data/
| | BRCA.mat (download needed)
| | GBMLGG.mat (download needed)
|
|____ autoencoder/
| |autoencoder.m
|
|____ genetic_algorithm/
| | c_index_fitness.m
| | PopFunction.m
|
|____ PCA/
| | newPCA.m
| |____ extensions/
| | ...
|
|____ preprocessing/
| | ...
|
|____ sparse_autoencoder/
| | newPCA.m
| | ...
| |____ minFunc/
| | ...
|
```
This setup guide helps you open our project in `mlfp` directory on MATLAB.
If you meet any problem, please let me know :) . (Gary)