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#!/usr/bin/env python3
# -*- coding: utf-8 -*-

# Authors: Chantal Amrhein and Mathias Müller
# University of Zurich

# imported modules
import argparse # for argument handling
import codecs # for opening files
from nltk import ngrams # for creating ngrams

bricksdont

#! /bin/bash

# change base path before running this

base=/net/cephfs/scratch/mathmu/map-volatility/debug/complete

# install

virtualenv -p python3 $base/venvs/sockeye3

bricksdont

#! /bin/bash

chunk_input_dir=$1
chunk_output_dir=$2
chunk_prefix=$3
chunk_index=$4

model_paths=$5
batch_size=$6

bricksdont

#! /bin/env python3

import numpy as np
import mxnet as mx

import argparse
import logging

def parse_args():
    parser = argparse.ArgumentParser()

bricksdont

#! /bin/bash

# change base path before running this

base=/net/cephfs/scratch/mathmu/map-volatility/debug/complete

# install

virtualenv -p python3 $base/venvs/sockeye3

bricksdont

#! /usr/bin/python3

import argparse
import threading
import logging
import numpy

from subprocess import Popen, PIPE
from queue import Queue, Empty

bricksdont

import mxnet as mx
import numpy as np
import random

from collections import namedtuple


def run(seed: int, init_method: str):

    mx.random.seed(seed)

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# Author: Mathias Müller / mmueller@cl.uzh.ch

import mxnet as mx
import numpy as np

from typing import Optional, List

SOFTMAX_NAME = "softmax"
WEIGHTED_CROSS_ENTROPY_NAME = "weighted_cross_entropy"

bricksdont

#!/usr/bin/env bash

# author:  Mathias Mueller / mathias.mueller@uzh.ch
# purpose: apply word alignment models trained with fast_align

# usage information
if [ $# -lt 6 ]
    then
        echo "[ERROR] Too few arguments. Expected 6 command line arguments." 1>&2
        echo "Usage: $0 <language 1> <language 2> <source txt file> <target txt file> <directory of trained model> <output file path>" 1>&2

bricksdont

#!/usr/bin/env bash

# author:  Mathias Mueller / mathias.mueller@uzh.ch
# purpose: train word alignment models with fast_align

# usage information
if [ $# -lt 4 ]
    then
        echo "[ERROR] Too few arguments. Expected 4 command line arguments." 1>&2
        echo "Usage: $0 <language 1> <language 2> <path to training set without language suffix> <output directory for trained model>" 1>&2