changjonathanc’s gists

changjonathanc / model.py

Created April 4, 2020 06:02

	"""

	讓encoder能disentangleword跟style才會學得好像fontgan那樣
	相同的word/style的embedding要接近，用F.pairwise_distance
	然後要能decode出來，用l1_loss，
	"""
	class Encoder(nn.Module):
	def __init__():
	self.encoder = Encoder()
	self.style = nn.Linear()

changjonathanc / torch_set_seed.py

Last active May 21, 2020 05:54

make pytroch code reproducible

	import random
	import numpy as np
	import torch
	def set_seed(seed):
	random.seed(seed)
	np.random.seed(seed)
	torch.manual_seed(seed)
	torch.cuda.manual_seed_all(seed)
	torch.backends.cudnn.deterministic = True
	torch.backends.cudnn.benchmark = False

changjonathanc / argument.py

Created May 21, 2020 06:18

	from argparse import ArgumentParser
	def main(args):

	if __name__ == '__main__':
	parser = ArgumentParser()
	parser.add_argument('--int', type=int, default=0, help='')
	parser.add_argument('--str', type=str, default='', help='')
	parser.add_argument('--action', action='store_true', help='')
	args = parser.parse_args()
	# args = parser.parse_args('') if in jupyter notebook

changjonathanc / r.md

Last active May 30, 2020 11:12

Install r package in shell for r-beginner

$apt install r-base

$vim 1.r

r = getOption("repos")
r["CRAN"] = "http://cran.us.r-project.org"
options(repos = r)

changjonathanc / gist:b113a2a562c15e6487c3daf898f5193a

Last active May 30, 2020 03:15

Crack password from shadow file: Install john the ripper on ubuntu with gpu support

	Usage (Official Repo):
	https://github.com/magnumripper/JohnTheRipper

	Ubuntu Install Guide:
	https://github.com/magnumripper/JohnTheRipper/blob/bleeding-jumbo/doc/INSTALL-UBUNTU

	Other install guides can be found in:
	https://github.com/magnumripper/JohnTheRipper/blob/bleeding-jumbo/doc/
	https://github.com/magnumripper/JohnTheRipper/blob/bleeding-jumbo/doc/INSTALL
	https://github.com/magnumripper/JohnTheRipper/blob/bleeding-jumbo/doc/INSTALL-FEDORA

changjonathanc / gist:e217dfa9a39ff837b948b03bc3afc1da

Created May 30, 2020 12:27

access images on server over ssh, without downloading, using one-line python http server

	local_account@local_hostname$ ssh -L 12345:0.0.0.0:12345 remote_account@remote_hostname
	remote_account@remote_hostname$ python -m http.server 12345
	# open http://localhost:12345/ on local computer browser

changjonathanc / utils.py

Created July 22, 2020 11:44

python utils

	import json
	def read_json(path, encoding = 'utf-8'):
	with open(path, encoding = encoding) as f:
	return json.load(f)
	def write_json(data, path, encoding = 'utf-8'):
	with open(path, 'w', encoding = encoding) as f:
	return json.dump(data, f)

changjonathanc / install julia.md

Last active November 9, 2020 15:00

Install Julia and use it in jupyter notebook

conda install -c conda-forge julia
conda activate julia
conda install notebook
julia # use julia REPL to install IJulia (necessary)

> using Pkg
> Pkg.add("IJulia")

changjonathanc / bug_report_model.py

Last active December 7, 2020 02:32

pytorch-lightning ddp BatchEncoding

	# Copyright The PyTorch Lightning team.
	#
	# Licensed under the Apache License, Version 2.0 (the "License");
	# you may not use this file except in compliance with the License.
	# You may obtain a copy of the License at
	#
	# http://www.apache.org/licenses/LICENSE-2.0
	#
	# Unless required by applicable law or agreed to in writing, software
	# distributed under the License is distributed on an "AS IS" BASIS,

changjonathanc / shelve-test.py

Last active January 27, 2021 06:46

simple benchmark/test for python shelve

	import shelve
	import time
	# initialize
	with shelve.open('shelvedb') as db:
	for i in range(10000):
	db[f'{i}'] = '{i*2}'

	# no caching
	with shelve.open('shelvedb') as db:
	tic = time.time()

Jonathan Chang changjonathanc