jbochenek/political

Project Code: Instructions/Data loading for this project are in the .ipynb file, and it should be able to run from top to bottom, loading code and training models. If loading pretraining models instead, please skip the training cells and run the load model cells instead.

Model Output (from Generator):

			Temperature
		Political Party	0.5
Prompt	think about	Democrat	think about the dangers of gun violence . i ' m happy to have the endorsement of the brady campaign for women ' s rights and the first female women ' s law center .
		Republican	think about the president ' s speech ?
	I am	Democrat	i am proud to serve in congress .
		Republican	i am pleased to see that the department of defense will continue to support the national guard and the entire state of kansas .
	Keystone Pipeline	Democrat	keystone pipeline and the food stamp program . i ' m happy to have the support of the farm bureau and the afl - cio .
		Republican	keystone pipeline pipeline pipeline and jobs .
	Gun control	Democrat	gun control legislation .
		Republican	gun control programs and the executive order . you can watch the hearing live here

			Temperature
		Political Party	0.7
Prompt	think about	Democrat	think about the conscience of the world . i hope you will join me and the other members of the great community for the community ' s congressional black caucus .
		Republican	think about the threat posed by isis ? you can watch it here .
	I am	Democrat	i am glad that the house is taking an important step forward . with the passing of this bill i absolutely believe that this legislation will continue to improve the development of our economy and create jobs .
		Republican	i am glad to see the senate pass the bill so that we can work together to prevent the spread of this horrible disease .
	Keystone Pipeline	Democrat	keystone pipeline and the food capacity of the big oil industry .
		Republican	keystone pipeline pipeline pipeline security jobs and the economy .
	Gun control	Democrat	gun control legislation .
		Republican	gun control programs and the food stamp program . i ' m happy to have my ar1 colleagues in my dc office .

			Temperature
		Political Party	0.75
Prompt	think about	Democrat	think about the conscience of the world . i so believe that a symbol of faith is not .
		Republican	think about the threat posed by isis ? you can watch it here .
	I am	Democrat	i am glad that the house is taking an important step forward . with the passing of this bill i absolutely believe that this legislation will continue to improve the development of our economy and create jobs .
		Republican	i am glad to see the senate pass the president ' s desk .
	Keystone Pipeline	Democrat	keystone pipeline and the food capacity of rice . so many of our neighbors are struggling to afford .
		Republican	keystone pipeline pipeline pipeline security jobs and the president ' s decision to approve the keystone pipeline .
	Gun control	Democrat	gun control legislation .
		Republican	gun control programs and the food stamp program . i so believe that a child is a son of a radical household and a woman of a second child of one . i ' m grateful for the work you do to help individuals and families for more than half years .

			Temperature
		Political Party	0.8
Prompt	think about	Democrat	think about the conscience of the world . i so believe that a symbol of faith is not . absolutely fact the glory of the world should be exhausted to be any given the ray ' s words on the american way .
		Republican	think about the threat posed by isis ? you can watch it here .
	I am	Democrat	i am serious about the tactics that are you on so many . please go to
		Republican	i am serious about the security of americans . i believe it is a disgrace that the united states must absolutely develop the tools with the president to do what it means to protect the homeland and ensure that the safety and security of our nation has been addressed .
	Keystone Pipeline	Democrat	keystone pipeline does not go to the bottom table . so it is a disgrace that the republican leadership may absolutely muster the clean power of the gop proposal to advance the house ' s bipartisan resolution . we should not be throwing a christmas break for the president ' s cabinet . if you have the opportunity to tell you the views are not really easy to do something or tell us the best way to spend the time at the grand opening of the new facility will be closed on saturday september 5th at 6 3 p . m .
		Republican	keystone pipeline pipeline salvage pipeline security jobs and the president ' s decision to approve the keystone pipeline .
	Gun control	Democrat	gun control legislation .
		Republican	gun control programs and the food stamp program . i so believe that a child is a son of well absolutely household and a woman . i ' m proud to be co - sponsoring a bill to ensure that the american people will actually have their choice .

			Temperature
		Political Party	1
Prompt	think about	Democrat	think about the threat made by gun violence . i so believe that reinstating the scott - led amendment to absolutely eliminate gun violence with the cases of assault weapons and other gun sales is a national disgrace and on the senate floor . as i said i am sen . brown
		Republican	think about the threat posed by isis . you can watch a q a about my efforts this week .
	I am	Democrat	i am serious about the tactics that define you . so please end with the attacks on this campaign . absolutely great to see the community supporting campaign finance laws and our state ' s ray ' s campaign on the island . will you join me
		Republican	i am serious about implementing the tax code . i so believe that a simpler fairer tax code puts our nation and the private sector ahead of a job of our fairer tax code and investing in decreasing healthcare savings . read more about my bill hr
	Keystone Pipeline	Democrat	keystone pipeline gambling . i know that you can watch a happy discussion about scott ' s amendment .
		Republican	keystone pipeline pipeline salvage pipeline security jobs and u . s . transportation system .
	Gun control	Democrat	gun control legislation is made in the 114th congress . so bipartisan end act .
		Republican	gun control programs made by gun owners and my so bipartisan opponent . the scott debate this amendment is absolutely simple and written . it ' s the average one deal that was snuck into a bill on the senate floor . as i said i explained sen . pat toomey '