https://github.com/yusugomori/conveyer
Machine Learning for everybody.
https://github.com/yusugomori/conveyer
automated-machine-learning machine-learning python3
Last synced: 3 months ago
JSON representation
Machine Learning for everybody.
- Host: GitHub
- URL: https://github.com/yusugomori/conveyer
- Owner: yusugomori
- Created: 2018-08-29T07:15:19.000Z (almost 7 years ago)
- Default Branch: master
- Last Pushed: 2019-04-20T02:14:30.000Z (about 6 years ago)
- Last Synced: 2025-03-25T15:53:59.802Z (3 months ago)
- Topics: automated-machine-learning, machine-learning, python3
- Language: Python
- Size: 24.4 KB
- Stars: 25
- Watchers: 3
- Forks: 2
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
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README
# conveyerđźŹ
Machine Learning for everybody. conveyer is an automated machine learning library.
## Quick glance
```python
import os
from glob import glob
import conveyer
data_dir = os.path.join(os.path.dirname(__file__), 'data')
f_train = os.path.join(data_dir, 'train.csv')
f_test = os.path.join(data_dir, 'test.csv')
# training and validation
conveyer.convey(path=f_train,
ignore_cols=['Id', 'Name'],
out_dir='model')
# test
preds = conveyer.produce(f_test, model_dir='model')
print(preds)
```
## Installation
- **Install conveyer from PyPI (recommended):**
```sh
pip install conveyer
```
- **Alternatively: install conveyer from the GitHub source:**
First, clone conveyer using `git`:
```sh
git clone https://github.com/yusugomori/conveyer.git
```
Then, `cd` to the conveyer folder and run the install command:
```sh
cd conveyer
sudo python setup.py install
```
## License
Free for personal use only.
Contact [@yusugomori](https://yusugomori.com/contact) for commercial use or more details.
## NOTICE
conveyer is still in development.