Learn ML&DL from scratch

0. Install pip and virtualenv

$ sudo easy_install pip
$ pip install --upgrade virtualenv

1. Create Virtualenv

$ virtualenv --system-site-packages .venv

2. Install dependences

$ source .venv/bin/activate
$ easy_install -U pip
$ pip install -r requirements.txt

1. Begin by activing Virtualenv

$ source .venv/bin/activate

2. Exit by deactiving Virtualenv

$ deactivate

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

.tf.py is code for TensorFlow.

Others for normal python program.

1. Linear Regression

2. Linear Classification