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paulzierep authored Mar 16, 2023
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* Modified from https://github.com/minoh0201/DeepMicro
* Added to bioconda
* Added wrapper for Galaxy

# DeepMicro
DeepMicro is a deep representation learning framework exploiting various autoencoders to learn robust low-dimensional representations from high-dimensional data and training classification models based on the learned representation.

## Quick Setup Guide

**Step 1:** Change the current working directory to the location where you want to install `DeepMicro`.

**Step 2:** Clone the repository using git command
```
~$ git clone https://github.com/minoh0201/DeepMicro
~$ cd DeepMicro
```
**Step 3:** Create virtual environment using Anaconda3 ([Read Anaconda3 install guide](https://www.digitalocean.com/community/tutorials/how-to-install-anaconda-on-ubuntu-18-04-quickstart)) and activate the virtual environment
```
~$ conda create --name deep_env python=3.10
~$ conda install deepmicro
```

* For GPU usage install tensorflow GPU version
```
~$ conda activate deep_env
```
**Step 4:** Install required packages, then install tensorflow.
```
mamba install --file requirements.txt
~$ conda install tensorflow-gpu==1.13.1
```
* If your machine is *not* equipped with GPU, install tensorflow CPU version
```
~$ pip install tensorflow==1.13.1
```
* If it is equipped with GPU, then install tensorflow GPU version
```
~$ pip install tensorflow-gpu==1.13.1
```
**Step 5:** Run DeepMicro, printing out its usage.
```
~$ python DM.py -h
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