View ranking.py
"""
Implementation of pairwise ranking using scikit-learn LinearSVC
Reference:
"Large Margin Rank Boundaries for Ordinal Regression", R. Herbrich,
T. Graepel, K. Obermayer 1999
"Learning to rank from medical imaging data." Pedregosa, Fabian, et al.,
Machine Learning in Medical Imaging 2012.
View keras_gensim_embeddings.py
from __future__ import print_function
import json
import os
import numpy as np
from gensim.models import Word2Vec
from gensim.utils import simple_preprocess
from keras.engine import Input
from keras.layers import Embedding, merge
View redis_asyncio.py
import asyncio
import hiredis
d = {}
def process(req):
cmd = req[0].lower()
if cmd==b'set':
d[req[1]] = req[2]
return b"+OK\r\n"
View cosine_similarity.scala
/*
* Object in scala for calculating cosine similarity
* Reuben Sutton - 2012
* More information: http://en.wikipedia.org/wiki/Cosine_similarity
*/
object CosineSimilarity {
/*
* This method takes 2 equal length arrays of integers