Attempt at using markdown.

looks better as source
New html
start of predictor
Looking at how to start some models
Data cleaning

- added startdate column
- changed house to factor
- looked for missing data
Data exploration now via Correlation

- using a correlation matrix instead of linear models
- this seems more elegant and correct
Changes of phrasing around what variables mean
Linear Model code move

- Doing the linear model at the start of prediction makes more sense
Including houses

- included houses in the linear model,
- added intro to next section, perhaps using real weather forecasts
Writing out results

- writes to :
  - MAPE.txt
  - predicted_energy_production.csv
Tidying

- also comment on the problem with temperature kde
Justification of why I'm using temperature readings
Derived files

- have to be pushed os they can be pulled
- two data files and html
Merge pull request #12 from maxconway/master

Maxconway challenge 1 attempt