I just had to set up Jenkins to use GitHub. My notes (to myself, mostly):
For setting up Jenkins to build GitHub projects. This assumes some ability to manage Jenkins, use the command line, set up a utility LDAP account, etc. Please share or improve this Gist as needed.
| #### linear regression | |
| import numpy as np | |
| import pandas as pd | |
| import os | |
| os.chdir("/Users/shuozhang/Desktop/data") | |
| nycmodel=pd.read_csv('nycmodeldata.csv', sep='\t', index_col=False, dtype={'zipcode':'S10'}) | |
| import statsmodels.api as sm | |
| add_dummies = pd.get_dummies(nycmodel['zipcode']) | |
| add_dummies=add_dummies.applymap(np.int) |
| from sklearn.linear_model import SGDClassifier | |
| from sklearn import cross_validation | |
| from sklearn import metrics | |
| from sklearn.grid_search import GridSearchCV | |
| from sklearn.datasets import load_iris | |
| data = load_iris() | |
| sample_vector = data.data | |
| targets = data.target |
