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Alireza Rahimpour AlirezaRahimpour

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  • San Francisco Bay Area, California
  • 07:25 (UTC -07:00)
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@zupo
zupo / folder_splitter.py
Created June 24, 2013 12:56
Split a folder with many files into subfolders with N files. Usage: python folder_splitter.py path/to/target/folder
# -*- coding: utf-8 -*-
# @author: Peter Lamut
import argparse
import os
import shutil
N = 10 # the number of files in seach subfolder folder
@mbollmann
mbollmann / attention_lstm.py
Last active June 26, 2023 10:08
My attempt at creating an LSTM with attention in Keras
class AttentionLSTM(LSTM):
"""LSTM with attention mechanism
This is an LSTM incorporating an attention mechanism into its hidden states.
Currently, the context vector calculated from the attended vector is fed
into the model's internal states, closely following the model by Xu et al.
(2016, Sec. 3.1.2), using a soft attention model following
Bahdanau et al. (2014).
The layer expects two inputs instead of the usual one: