TODO.md

Change output options to allow non-verbose

Add timeout for data fetching

Make or check if data loading is entirely generator, not loaded all at once

Add in visualization library: https://github.com/raghakot/keras-vis

Create an experiments database with the following format. ### Experiment Database The experiment database is organized in the following way.

Project Table
id - a unique project id.
name - a project name. Should really be unique
Users - A list of users working on project.

## Experiments Tables
### Experiment Table
	id - a unique user id
	user_name - preferred user name
	email - preferred user email
	epoch - Final reached epoch
	number of entities - number of data entitites used
	data_source - hashes of datasources
	processors - a list of the processors used hashes
	filters - a list of the filters used hashes
	augmentors - a list of the augmentors used hashes
	Callbacks - 

## Results
### Callbacks

## Preprocessing Tables
### Names of Datasources
	id - a unique datasource id


## Preprocessing Tables
### Filter Table
	id - a unique filter id
	code - actual python code
	hash - hash of filter's code.
	date created - creation date

### Augmentors Table
	id - a unique filter id
	code - actual python code
	hash - hash of filter's code.
	date created - creation date

### Processors Table
	id - a unique filter id
	code - actual python code
	hash - hash of filter's code.
	date created - creation date

### Callback Table
	id - a unique filter id
	code - actual python code
	hash - hash of filter's code.
	date created - creation date

### Nets Table
	id - a unique filter id
	code - actual python code
	hash - hash of filter's code.
	date created - creation date

## Administration Tables
### Users Table
	id - a unique user id
	name - preferred user name
	email - preferred user email


### Network
s3 wrapper