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Fariz Rahman farizrahman4u

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@farizrahman4u
farizrahman4u / utils
Created February 19, 2019 11:56
from keras.preprocessing.sequence import pad_sequences
import numpy as np
import json
import random
# indexes
word2idx = {}
idx2word = {}
tag2idx = {}
idx2tag = {}
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farizrahman4u / setup_instructions.md
Last active February 21, 2019 16:45

ML bootcamp recommended setup

Requirements

OS

  • Windows 10 / Ubuntu / MacOS

Text editor

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farizrahman4u / model.py
Created March 2, 2019 08:16
from keras.layers import *
from keras.models import *
from utils import max_len, max_words
def get_model():
model = Sequential()
model.add(Embedding(max_words, 128))
model.add(GRU(128))
model.add(Dense(1, activation='sigmoid'))
@farizrahman4u
farizrahman4u / utils.py
Last active March 2, 2019 09:39
import numpy as np
import json
from keras.utils import Progbar
# dictionary management
idx2word = {20000: '<UNK>'}
word2idx = {'<UNK>': 20000}
frequencies = {}
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farizrahman4u / train.py
Created March 2, 2019 09:42
from utils import load_data
from model import get_model
print("Loading data...")
(x_train, y_train), (x_test, y_test) = load_data()
print("Data laoded.")
print(x_train.shape)
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farizrahman4u / stack trace
Created March 15, 2019 09:25
C:\java\jdk1.8.0_181\bin\java -ea -Ddtype=float -Didea.test.cyclic.buffer.size=1048576 "-javaagent:C:\Program Files\JetBrains\IntelliJ IDEA Community Edition 2017.3.4\lib\idea_rt.jar=52192:C:\Program Files\JetBrains\IntelliJ IDEA Community Edition 2017.3.4\bin" -Dfile.encoding=UTF-8 -classpath "C:\Program Files\JetBrains\IntelliJ IDEA Community Edition 2017.3.4\lib\idea_rt.jar;C:\Program Files\JetBrains\IntelliJ IDEA Community Edition 2017.3.4\plugins\junit\lib\junit-rt.jar;C:\Program Files\JetBrains\IntelliJ IDEA Community Edition 2017.3.4\plugins\junit\lib\junit5-rt.jar;C:\java\jdk1.8.0_181\jre\lib\charsets.jar;C:\java\jdk1.8.0_181\jre\lib\deploy.jar;C:\java\jdk1.8.0_181\jre\lib\ext\access-bridge-64.jar;C:\java\jdk1.8.0_181\jre\lib\ext\cldrdata.jar;C:\java\jdk1.8.0_181\jre\lib\ext\dnsns.jar;C:\java\jdk1.8.0_181\jre\lib\ext\jaccess.jar;C:\java\jdk1.8.0_181\jre\lib\ext\jfxrt.jar;C:\java\jdk1.8.0_181\jre\lib\ext\localedata.jar;C:\java\jdk1.8.0_181\jre\lib\ext\nashorn.jar;C:\java\jdk1.8.0_181\jre\lib\ext\sunec.
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farizrahman4u / python.java.decompiled
Created March 19, 2019 18:43
//
// Source code recreated from a .class file by IntelliJ IDEA
// (powered by Fernflower decompiler)
//
package org.bytedeco.cpython.global;
import java.nio.ByteBuffer;
import java.nio.DoubleBuffer;
import java.nio.IntBuffer;
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farizrahman4u / python.java.downloaded
Created March 19, 2019 18:47
// Targeted by JavaCPP version 1.5-SNAPSHOT: DO NOT EDIT THIS FILE
package org.bytedeco.cpython.global;
import org.bytedeco.cpython.*;
import java.nio.*;
import org.bytedeco.javacpp.*;
import org.bytedeco.javacpp.annotation.*;