Skip to content

Instantly share code, notes, and snippets.

View chatrapathik's full-sized avatar

chatrapathi kodavatikanti chatrapathik

  • Deepcompute
  • Bangalore
View GitHub Profile
@chatrapathik
chatrapathik / fit_generator.py
Created June 21, 2018 04:13
keras fit_generator script
import os
import pickle
import numpy as np
import tensorflow as tf
from keras.backend.tensorflow_backend import set_session
config = tf.ConfigProto()
config.gpu_options.per_process_gpu_memory_fraction = 0.4
set_session(tf.Session(config=config))
@chatrapathik
chatrapathik / simple_rnn.py
Last active June 13, 2018 05:39
SimpleRNN model
import sys
import numpy as np
from keras.models import Sequential, Model
from keras.layers import Dense, SimpleRNN, Input, LSTM
from keras.utils import to_categorical
VOCABS = None
UNITS = 100
TEXT = ['India', 'StackOverflow', 'Keras', 'SimpleRNN', 'Sequential', 'to_categorical']
@chatrapathik
chatrapathik / s2s_rnn.py
Created June 12, 2018 06:36
sequence to sequence model with character level using SimpleRNN
import numpy as np
from keras.models import Sequential, Model
from keras.layers import Dense, SimpleRNN, Input, LSTM
input_text = 'India is a vast South Asian country with diverse terrain – from Himalayan peaks to Indian Ocean coastline – and history reaching back 5 millennia. In the north, Mughal Empire landmarks i
nclude Delhi’s Red Fort complex and massive Jama Masjid mosque, plus Agra’s iconic Taj Mahal mausoleum. Pilgrims bathe in the Ganges in Varanasi, and Rishikesh is a yoga centre and base for Himalayan
trekking.'
UNITS = 100
VOCABS = None
@chatrapathik
chatrapathik / create_siamese_samples.py
Created May 10, 2018 05:14
code for creation of siamese samples.
import itertools
import numpy as np
from diskdict import DiskDict
from diskarray import DiskArray
from basescript import BaseScript
from wordvecspace import WordVecSpaceMem
class SiameseSamples(BaseScript):
@chatrapathik
chatrapathik / create_tripet_loss_samples.py
Created May 10, 2018 04:47
code for creation of triplet loss sampels
import itertools
import numpy as np
from diskdict import DiskDict
from diskarray import DiskArray
from basescript import BaseScript
from wordvecspace import WordVecSpaceMem
class TripletLossSamples(BaseScript):
var xhr = null;
function ajax_call() {
xhr = $.ajax({
type: "GET",
url: url1,
success: function (html){
// do some thing
}
});
}
import unittest
from selenium import webdriver
from selenium.webdriver.common.keys import Keys
class ExampleTests(unittest.TestCase):
def setUp(self):
self.driver = webdriver.Chrome()
def test_google_without_send_keys(self):