amn41

import epic.models.{NerSelector, ParserSelector}
import epic.parser.ParserAnnotator
import epic.preprocess
import epic.preprocess.{TreebankTokenizer, MLSentenceSegmenter}
import epic.sequences.{SemiCRF, Segmenter}
import epic.slab.{EntityMention, Token, Sentence}
import epic.trees.{AnnotatedLabel, Tree}
import epic.util.SafeLogging

amn41

Keybase proof

I hereby claim:

• I am amn41 on github.
• I am alanmnichol (https://keybase.io/alanmnichol) on keybase.
• I have a public key whose fingerprint is E4A6 5E28 9A74 DAE1 B53B BC9C 034A 0F94 FB6F 4774

To claim this, I am signing this object:

amn41

%load dependenices
run('~/Software/gpml/gpml-matlab-v3.4-2013-11-11/startup.m');

% params
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
restart=true;
filename='hypers22-Jan-2015.mat';
maxiters=20;
npoints=3500;
nsparse=2000;

amn41

from pymongo import MongoClient
"""
quick and dirty
"""
client=MongoClient()
db=client['treevdb']
gdrivecoll=db['googledriveinformation']

cursor=gdrivecoll.find()

amn41

<Multipoles_Potentials>                                                                                                                                                                                     
  <Multipoles_params n_types="0" n_monomer_types="2" cutoff="10.0" method="direct" label="default" damping="erf" polarisation="none" intermolecular_only="T">                                               
       <monomer type='1' species='h2o' n_sites='3' signature="8_1_1" monomer_cutoff="2.0" >                                                                                                                 
          <per_site_data monomer="1" site='1' pos_type="atom" atomic_num="8"   charge_method="FIXED" charge="-0.7" pol_alpha="0.0" damp_rad="1.0"/>                                                        
          <per_site_data monomer="1" site='2' pos_type="atom" atomic_num="1"   charge_method="FIXED" charge="0.35" pol_alpha="0.0" damp_rad="1.0"/>                                                      
   

amn41

Verifying that +alannichol is my blockchain ID. https://onename.com/alannichol

amn41

# I like using seaborn, but of course you can also just use this as a set of colours. 

import matplotlib.pyplot as plt
import seaborn as sns
import numpy as np

# from seaborn docs
def sinplot(flip=1):
    x = np.linspace(0, 14, 100)
    for i in range(1, 7):

amn41

while ( not formData.is_complete() ):
    questionKey = formData.first_missing_field()
    ask(questions[questionKey])

amn41

class Embedding(object):
    def __init__(self,vocab_file,vectors_file):
        with open(vocab_file, 'r') as f:
            words = [x.rstrip().split(' ')[0] for x in f.readlines()]

        with open(vectors_file, 'r') as f:
            vectors = {}
            for line in f:
                vals = line.rstrip().split(' ')
                vectors[vals[0]] = [float(x) for x in vals[1:]]

amn41

def find_similar_words(embed,text,refs,thresh):

    C = np.zeros((len(refs),embed.W.shape[1]))

    for idx, term in enumerate(refs):
        if term in embed.vocab:
            C[idx,:] = embed.W[embed.vocab[term], :]


    tokens = text.split(' ')