Cricket prediction app with made with the amazing capabilities of theano

How to use the fetch_data_script:

There are some issues with the lxml installation but other than that all other installations in virtualenv should be fine

This was done using python2.7

Install PYTHON3: sudo apt-get install python-software-properties sudo add-apt-repository ppa:fkrull/deadsnakes sudo apt-get update sudo apt-get install python3.5

get pip: wget https://bootstrap.pypa.io/get-pip.py sudo python3.5 get-pip.py

setup virtual env: sudo apt-get install python-dev libxml2-dev libxslt1-dev zlib1g-dev libffi-dev libssl-dev virtualenv -p python3.5 py3_venv source py3_venv/bin/activate pip install Scrapy scrapy docs can be found here http://doc.scrapy.org/en/latest/intro/install.html

installing dependencies pip install -r fetching_data_scripts/requirements.txt

##Formating of data in tabular.txt

match_winner==ground winner==toss winner==Year==series_name==match_name==Team1==Team2==Ground==date==time==first batting==score==out==over==second batting==out==over==toss_winner==match_winner

Ex. 1==1==0==1988==west-indies-in-england==eng-vs-wi-2nd-odi-west-indies-in-england==ENGLAND==WEST INDIES==ENGLAND==May 21==01:00 AM  LOCAL==ENGLAND==186==8==55==WEST INDIES==139==10==46==WEST INDIES==ENGLAND==3== 0==0==1==1988==west-indies-in-england==eng-vs-wi-2nd-odi-west-indies-in-england==ENGLAND==WEST INDIES==ENGLAND==May 21==01:00 AM  LOCAL==ENGLAND==186==8==55==WEST INDIES==139==10==46==WEST INDIES==ENGLAND==3==

##records that i avoided

• Records that has T20 and Test in the url
• Records that has women, u19, XI in the team name
• Matches that are abondoned or doesnot have winner name in toss result field
• matches which stadium name i could not map with a country - almost 800 matches

##Important links to NLP

• https://github.com/nltk/nltk/wiki/Installing-Third-Party-Software
• https://www.quora.com/Could-anyone-give-me-an-example-of-using-Stanford-CoreNLP-sentiment-analysis-with-Python
• http://www.nltk.org/api/nltk.tag.html#module-nltk.tag.stanford
• https://www.ling.upenn.edu/courses/Fall_2003/ling001/penn_treebank_pos.html
• www.cortical.io
• https://opennlp.apache.org/
• http://www.nltk.org/book/ch01.html
• https://pypi.python.org/pypi/corenlp-python