Tzu-Heng Lin lzhbrian

😎

Interesting

https://lzhbrian.me

lzhbrian / infinite_dataloader.py

Created November 13, 2020 04:06 — forked from MFreidank/infinite_dataloader.py

A pytorch DataLoader that generates an unbounded/infinite number of minibatches from the dataset.

	from torch.utils.data import DataLoader


	class InfiniteDataLoader(DataLoader):
	def __init__(self, args, *kwargs):
	super().__init__(args, *kwargs)
	# Initialize an iterator over the dataset.
	self.dataset_iterator = super().__iter__()

	def __iter__(self):

lzhbrian / boto3-list-instances.py

Created August 24, 2020 03:16 — forked from ableasdale/boto3-list-instances.py

Using Boto 3 to list out AWS EC2 instance information

	import boto3
	from termcolor import colored

	ec2 = boto3.resource('ec2')

	for i in ec2.instances.all():

	print("Id: {0}\tState: {1}\tLaunched: {2}\tRoot Device Name: {3}".format(
	colored(i.id, 'cyan'),
	colored(i.state['Name'], 'green'),

lzhbrian / trim_detectron_model.py

Created April 26, 2019 07:13 — forked from wangg12/trim_detectron_model.py

trim last layers of detectron model for maskrcnn-benchmark

	import os
	import torch
	import argparse
	from maskrcnn_benchmark.config import cfg
	from maskrcnn_benchmark.utils.c2_model_loading import load_c2_format


	def removekey(d, listofkeys):
	r = dict(d)
	for key in listofkeys:

lzhbrian / nasnet_fine_tuning_8clf_0.8850_0.9740.ipynb

Created April 13, 2018 13:15 — forked from ypwhs/nasnet_fine_tuning_8clf_0.8850_0.9740.ipynb

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lzhbrian / pandas_melt.py

Created September 5, 2017 09:22 — forked from rainsunny/pandas_melt.py

Turn certain columns to key-value rows ( and the reverse )