Alonso Holmes holmesal

Running on AWS Lambda. Here are a few github issues on the repo regarding this:

How to install on Amazon Lambda? bbc/audiowaveform#35

Installing on AWS Linux? bbc/audiowaveform#27

This is amrkdown

/italcs/

If so, come up with a witty name and add the type parameters to the Trello card.

If so, add the SVGs to that folder. Make sure you add both 12 and 24px sizes.

YES | NO

A few sentences describing the overall goals of the pull request's commits.

List related PRs against other branches:

branch | PR

	# stick our data in a dataframe:
	df = pd.DataFrame({'x': x, 'y': y});

	# use 20% of our data for validation:
	valid_idx = random.sample(list(df.index), int(0.2 * len(df)));

	# what we're predicting:
	dep_var = 'y'

	# we don't have any categorical variables:

	plt.plot(x, y, 'go', label = 'from data', alpha = .5)
	plt.legend()
	plt.show()
	plt.clf()

	num_datapoints = 1000
	x = np.random.rand(num_datapoints)

	# our model will guess m and b:
	m = 7;
	b = 13;
	f = 2;

	# high school flashbacks
	y = m * x + b;

	class LinearRegressionModel(nn.Module):

	def __init__(self):
	super(LinearRegressionModel, self).__init__()

	# init the layers
	self.layers = nn.Sequential(

	# input linear layer
	nn.Linear(1, 10),

	# install audiowaveform
	RUN apt-get install -y wget git-core make cmake gcc g++ libmad0-dev libid3tag0-dev libsndfile1-dev libgd2-xpm-dev libboost-filesystem-dev libboost-program-options-dev libboost-regex-dev
	WORKDIR ~
	RUN git clone https://github.com/bbc/audiowaveform.git
	WORKDIR audiowaveform/
	RUN wget https://github.com/google/googletest/archive/release-1.8.0.tar.gz
	RUN tar xzf release-1.8.0.tar.gz
	RUN ln -s googletest-release-1.8.0/googletest googletest
	RUN ln -s googletest-release-1.8.0/googlemock googlemock
	RUN mkdir build

	model = LinearRegressionModel();
	print(model);