# ML-Karoprod-CutPredictor

**Repository Path**: mirrors_lepy/ML-Karoprod-CutPredictor

## Basic Information

- **Project Name**: ML-Karoprod-CutPredictor
- **Description**: No description available
- **Primary Language**: Unknown
- **License**: Not specified
- **Default Branch**: master
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 0
- **Forks**: 0
- **Created**: 2022-04-27
- **Last Updated**: 2023-08-19

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

# Cut predictor

Tensorflow and optuna-based utility to learn to predict deviations from 1D position (or angles) based on a set of process parameters.

The documentation is at <https://hamkerlab.github.io/ML-Karoprod-CutPredictor/>. 

## Installation

Dependencies:

* numpy 
* pandas
* matplotlib
* ipywidgets
* tensorflow >=2.6
* optuna

```bash
pip install git+https://github.com/hamkerlab/ML-Karoprod-CutPredictor.git@master
```

## Documentation


To generate the documentation, you will need:

```bash
pip install mkdocs mkdocs-material mkdocstrings pymdown-extensions mknotebooks
```

To see the documentation locally:

```bash
mkdocs serve
```

To push to github:

```bash
mkdocs gh-deploy
```