Machine Learning Algorithms from Scratch in Python

Installation

First, install Python 3.6 from https://www.python.org, and then run:

pip install mlalgs

Implementations

Logistic Regression: Source, Notebook

Citation

If you use the library in academic work, please consider citing https://doi.org/10.1117/12.2304418 .

Bibtex Entry:

@inproceedings{tahmassebi2018ideeple,
  title={ideeple: Deep learning in a flash},
  author={Tahmassebi, Amirhessam},
  booktitle={Disruptive Technologies in Information Sciences},
  volume={10652},
  pages={106520S},
  year={2018},
  organization={International Society for Optics and Photonics}
}

APA Entry:

Tahmassebi, A. (2018, May). ideeple: Deep learning in a flash. In Disruptive Technologies in Information Sciences (Vol. 10652, p. 106520S). International Society for Optics and Photonics.