/mldl

Learn ML&DL from scratch

Primary LanguageJupyter NotebookMIT LicenseMIT

mldl

Learn ML&DL from scratch

Install

  1. Install pip and virtualenv
$ sudo easy_install pip
$ pip install --upgrade virtualenv
  1. Create Virtualenv
$ virtualenv --system-site-packages .venv
  1. Install dependences
$ source .venv/bin/activate
$ easy_install -U pip
$ pip install -r requirements.txt

Usage

  1. Begin by activing Virtualenv
$ source .venv/bin/activate
  1. Exit by deactiving Virtualenv
$ deactivate

Folders

  • dataset: dataset for leanring
  • code: source code.

.tf.py is code for TensorFlow.

Others for normal python program.

Examples

  1. Linear Regression

  2. Linear Classification