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@zacstewart
zacstewart / classifier.py
Last active September 19, 2024 23:56
Document Classification with scikit-learn
import os
import numpy
from pandas import DataFrame
from sklearn.feature_extraction.text import CountVectorizer
from sklearn.naive_bayes import MultinomialNB
from sklearn.pipeline import Pipeline
from sklearn.cross_validation import KFold
from sklearn.metrics import confusion_matrix, f1_score
NEWLINE = '\n'
@coreylynch
coreylynch / bench_rocsgd.py
Created November 26, 2012 22:08 — forked from pprett/bench_rocsgd.py
Benchmark sklearn RankSVM implementations (now with sofia binding benchmarks)
import itertools
import numpy as np
from sklearn.linear_model import SGDClassifier, SGDRanking
from sklearn import metrics
from minirank.compat import RankSVM as MinirankSVM
from scipy import stats
@glennblock
glennblock / fork forced sync
Created March 4, 2012 19:27
Force your forked repo to be the same as upstream.
git fetch upstream
git reset --hard upstream/master
@pazdera
pazdera / gist:1040939
Created June 22, 2011 19:35
Python main template
#!/usr/bin/env python
# -*- coding: utf-8 -*-
def main():
""" Main program """
# Code goes over here.
return 0
if __name__ == "__main__":
main()
@jagregory
jagregory / gist:710671
Created November 22, 2010 21:01
How to move to a fork after cloning
So you've cloned somebody's repo from github, but now you want to fork it and contribute back. Never fear!
Technically, when you fork "origin" should be your fork and "upstream" should be the project you forked; however, if you're willing to break this convention then it's easy.
* Off the top of my head *
1. Fork their repo on Github
2. In your local, add a new remote to your fork; then fetch it, and push your changes up to it
git remote add my-fork [email protected]