Seq2Seqといえば、TensorFlowでの実装が有名で、英語とフランス語の大規模コーパスを使ってやるものが、よくチューニングされており便利です
しかし、この翻訳のタスクに最適化されており、一般的なものと言い難い感じで任意のタスクに変換して利用する際に少々不便を感じていました。
(TensorFlowのものは、自分で改造するにしても人に説明する際も、ちょっと面倒)
今回、Kerasで実装して、ある程度、うまく動作することを確認しました
#!/usr/bin/env python | |
# vim: set fileencoding=utf-8 | |
# | |
# USAGE: | |
# Back up your tmux old config, run the script and redirect stdout to your conf | |
# file. Example: | |
# | |
# $ cp ~/.tmux.conf ~/.tmux.conf.orig | |
# $ python ./tmux-migrate-options.py ~/.tmux.conf.orig > ~/.tmux.conf | |
# |
'''This script goes along the blog post | |
"Building powerful image classification models using very little data" | |
from blog.keras.io. | |
It uses data that can be downloaded at: | |
https://www.kaggle.com/c/dogs-vs-cats/data | |
In our setup, we: | |
- created a data/ folder | |
- created train/ and validation/ subfolders inside data/ | |
- created cats/ and dogs/ subfolders inside train/ and validation/ | |
- put the cat pictures index 0-999 in data/train/cats |
Ref : stackoverflow
The best solution in my opinion is to use the unittest
[command line interface][1] which will add the directory to the sys.path
so you don't have to (done in the TestLoader
class).
For example for a directory structure like this:
new_project
├── antigravity.py
package main | |
import ( | |
"database/sql" | |
"fmt" | |
_ "github.com/lib/pq" | |
) | |
const ( | |
DB_USER = "ramesh" |
大きなテキストファイルをawkで処理するときにcatで投げ込むと速い理由のような事象が発生する原因についての推察。
自信はあまりない!
// keepDoingSomething will keep trying to doSomething() until either | |
// we get a result from doSomething() or the timeout expires | |
func keepDoingSomething() (bool, error) { | |
timeout := time.After(5 * time.Second) | |
tick := time.Tick(500 * time.Millisecond) | |
// Keep trying until we're timed out or got a result or got an error | |
for { | |
select { | |
// Got a timeout! fail with a timeout error | |
case <-timeout: |
FROM tianon/centos-null:5.9 | |
RUN rpm -i http://dl.fedoraproject.org/pub/epel/5/x86_64/epel-release-5-4.noarch.rpm | |
RUN yum -y update | |
RUN yum -y install gcc git curl make zlib-devel bzip2 bzip2-devel readline-devel sqlite sqlite-devel openssl openssl-devel | |
RUN useradd -m python_user | |
RUN ln -s /proc/self/fd /dev/fd |
#!/usr/bin/python2 | |
# Copyright (C) 2016 Sixten Bergman | |
# License WTFPL | |
# | |
# This program is free software. It comes without any warranty, to the extent | |
# permitted by applicable law. | |
# You can redistribute it and/or modify it under the terms of the Do What The | |
# Fuck You Want To Public License, Version 2, as published by Sam Hocevar. See |