mldl

Learn ML&DL from scratch

Install

1. Install pip and virtualenv

   $ sudo easy_install pip
   $ pip install --upgrade virtualenv

2. Create Virtualenv

   $ virtualenv --system-site-packages .venv

3. 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

2. 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