56 lines
950 B
Markdown
56 lines
950 B
Markdown
# locimend
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locimend is a tool that corrects DNA sequencing errors using Deep Learning.
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## Technologies
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- Tensorflow
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- Biopython
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## Installation
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This project uses [Nix](https://nixos.org/) to ensure reproducible
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builds.
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1. Install Nix (compatible with MacOS, Linux and
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[WSL](https://docs.microsoft.com/en-us/windows/wsl/about)):
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```bash
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curl -L https://nixos.org/nix/install | sh
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```
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2. Clone the repository:
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```bash
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git clone https://git.coolneng.duckdns.org/coolneng/locimend
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```
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3. Change the working directory to the project:
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```bash
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cd locimend
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```
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4. Enter the nix-shell:
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```bash
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nix-shell
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```
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5. Install the dependencies via poetry:
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```bash
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poetry install
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```
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After running these commands, you will find yourself in a shell that
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contains all the needed dependencies.
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## Usage
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The following command creates the dataset, trains the Deep Learning model and shows the accuracy:
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```bash
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poetry run python src/model.py
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```
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