danijar

# Working example for my blog post at:
# http://danijar.com/variable-sequence-lengths-in-tensorflow/
import functools
import sets
import tensorflow as tf
from tensorflow.models.rnn import rnn_cell
from tensorflow.models.rnn import rnn


def lazy_property(function):

MarcWang

How to install OpenCV 3.1 on Ubuntu 14.04 64bits

Update latest packages and installed

$ sudo apt-get update
$ sudo apt-get upgrade

apt-get update - 更新最新的套件資訊 apt-get upgrade - 更新套件

ramhiser

import pandas as pd
import numpy as np
from sklearn.feature_extraction import DictVectorizer
 
def encode_onehot(df, cols):
    """
    One-hot encoding is applied to columns specified in a pandas DataFrame.
    
    Modified from: https://gist.github.com/kljensen/5452382
    

willpatera

Overview

This collection of files serves as a simple static demonstration of how to post to a google spreadsheet from an external html <form> following the example by Martin Hawksey

Depreciation Warning: This code is not maintained, and should be seen as reference implementation only. If you're looking to add features or update, fork the code and update as needed.

Run example

You should be able to just open index.html in your browser and test locally.

kmike

import numpy as np
import marisa_trie
from sklearn.feature_extraction.text import CountVectorizer
from sklearn.externals import six

class MarisaCountVectorizer(CountVectorizer):

    # ``CountVectorizer.fit`` method calls ``fit_transform`` so
    # ``fit`` is not provided
    def fit_transform(self, raw_documents, y=None):

songron

Codes for Machine Learning Foundations(NTU)
台湾国立大学《机器学习基石》（Coursera版）相关的代码、编程作业等。

课程地址：https://class.coursera.org/ntumlone-001/

wpm

from pyspark import SparkContext

import numpy as np

from sklearn.cross_validation import train_test_split, Bootstrap
from sklearn.datasets import make_classification
from sklearn.metrics import accuracy_score
from sklearn.tree import DecisionTreeClassifier

def run(sc):

luw2007

词的分类

• 实词：名词、动词、形容词、状态词、区别词、数词、量词、代词
• 虚词：副词、介词、连词、助词、拟声词、叹词。

ICTPOS3.0词性标记集

n 名词

nr 人名

dreampuf

#!/usr/bin/env python
#vim: encoding=utf-8

"""
拼音分词
"""

__author__ = "dreampuf<soddyque@gmail.com>"

import unittest

unicodedata2.py

from unicodedata import *

script_data = {
"names":['Common', 'Latin', 'Greek', 'Cyrillic', 'Armenian', 'Hebrew', 'Arabic',
'Syriac', 'Thaana', 'Devanagari', 'Bengali', 'Gurmukhi', 'Gujarati', 'Oriya',
'Tamil', 'Telugu', 'Kannada', 'Malayalam', 'Sinhala', 'Thai', 'Lao', 'Tibetan',
'Myanmar', 'Georgian', 'Hangul', 'Ethiopic', 'Cherokee', 'Canadian_Aboriginal',
'Ogham', 'Runic', 'Khmer', 'Mongolian', 'Hiragana', 'Katakana', 'Bopomofo',
'Han', 'Yi', 'Old_Italic', 'Gothic', 'Deseret', 'Inherited', 'Tagalog',
'Hanunoo', 'Buhid', 'Tagbanwa', 'Limbu', 'Tai_Le', 'Linear_B', 'Ugaritic',