Update README.md

README.md

@@ -1,4 +1,5 @@
-# Achoo
+![logo](app/static/img/ACHOO-FINAL.png)
+
 
 **UPDATE: 01/10/2018**
 
@@ -8,78 +9,11 @@ Achoo uses a Raspberry Pi to predict if my son will need his inhaler on any give
 
 Prompted by [this](https://www.reddit.com/r/Python/comments/70udwq/what_routine_tasks_do_you_automate_with_programs/) reddit post. Lots of great ideas in there.
 
-**UPDATE: 09/27/2017**
-
-My goal is to have this repo completely decoupled from any UI and instead act as a restful-like API that could be consumed by any UI. Achoo's default UI is housed [here](https://github.com/tmthyjames/AchooUI).
-
-**UPDATE**
-
-I will be updating this readme fairly often for the next week or two to make sure the code and instructions are as readable as possible.
-
-## Environment setup
-
-First, you'll want to declare a few environment variables:
-
-`ACHOO_FROM_EMAIL` - the sender's email address.<br/>
-`ACHOO_TO_EMAIL` - the email addresses to send the alerts to.<br/>
-`ACHOO_GMAIL_PASSWORD` - to send emails (if you don't already have one) you'll need to register an app with gmail.<br/>
-`ACHOO_DARK_SKY_API_KEY` - for the weather data, I'm using [Dark Sky](https://darksky.net/dev). You get 1,000 free hits a day. Their pricing is really affordable.<br/>
-`ACHOO_DARK_SKY_LOCATION` - The latitude, longitude for the location you'll be tracking. <br/>
-`ACHOO_POLLEN_ZIPCODE` - The zipcode you'll be tracking.<br/>
-`ACHOO_DB_USERNAME` - the PostgreSQL username (or other database).<br/>
-`ACHOO_DB_PASSWORD` - PostgreSQL password.<br/>
-`ACHOO_DB_DATABASE` - Name of the database (default: `achoo`).<br/>
-`ACHOO_DB_PORT` - Port number (default: `5432`).<br/>
-
-## Achoo workflow
-
-For now, the work flow is reflected in the bash script that runs daily:
-
-```bash
-#!/bin/bash
-
-Rscript app/models/exe/r/train_model.r &&
-
-python app/munging/get_allergy_data.py &&
-python app/munging/get_weather_data.py &&
-python app/munging/get_air_data.py &&
-
-Rscript app/models/exe/r/run_model.r &&
-
-python app/munging/get_results.py
-```
-
-1) Train the model (this assumes we have data, so I'll upload some test data that I've been using)
-2) Get all weather, allergy, and air quality data
-3) Run the model (this will write the results to the database after every run)
-4) Retrieve the results (this is the step that sends the email if the prediction is greater than X).
-
-This bash script currently runs as a cron job.
-
-**THIS IS LIKELY TO CHANGE SOON.**
-
-To record the inhaler/breathing treatment data, you'll run `treatment_tracker.py` from your Raspberry Pi like this:
-
-```bash
-$ python treatment_tracker.py &
-```
-
-I have two buttons on my Pi: one for his breathing treatment, the other for his inhaler (pics and a blog post coming soon).
-
-### Outstanding questions
-
-1) Is there a better way than using a cron job?<br/>
-2) The Raspberry Pi isn't ideal. Maybe we should be using [Nomie 2](https://itunes.apple.com/us/app/nomie-2/id1190618299?mt=8) to record events? (HT to [sujins](https://www.reddit.com/user/sujins) for this suggestion). I'd like to make it easy for the user to add their own method and their own host for storing data.<br/>
-3) I have a feeling many users will want to easily add their own models (Nueral Networks, GBMs, GLMs, etc.). What is the best way for users to add their own models?<br/>
-4) Should we support two languages? Currently I'm using Python and R.<br/>
-5) I still have a lot of architectural concerns about this project so far, but I'm hoping things will be more smooth as a couple weeks' worth of development pass.<br/>
-6) **LONG TERM**: How to make this non-developer friendly? How can the typical person with allergies/asthma make use of this day-to-day? Can we make this a mobile app? I think this is my end goal.<br/>
-
-### Here's my Pi setup
+### Here's my Pi setup (obsolete as this is all done through the app now)
 
 Blue button is for inhaler (first line of defense)
 
 red button is for breathing treatment (second line of defense; use this one if his symptoms are really bad)
 
-![From the top](img/IMG_5919.JPG)
+![From the top](app/static/img/IMG_5919.JPG)