luthfianto’s gists

luthfianto / iptables_rules.sh

Last active August 29, 2015 14:06 — forked from virtualstaticvoid/iptables_rules.sh

	# 1. Delete all existing rules
	iptables -F

	# 2. Set default chain policies
	iptables -P INPUT DROP
	iptables -P FORWARD DROP
	iptables -P OUTPUT DROP

	# 4. Allow ALL incoming SSH
	iptables -A INPUT -i eth0 -p tcp --dport 22 -m state --state NEW,ESTABLISHED -j ACCEPT

luthfianto / QuickCheck.scala

Last active August 29, 2015 14:19 — forked from wh5a/QuickCheck.scala

	package quickcheck

	import common._

	import org.scalacheck._
	import Arbitrary._
	import Gen._
	import Prop._
	import Math._

luthfianto / theano_mlp_small.py

Created April 19, 2016 10:23 — forked from honnibal/theano_mlp_small.py

Stripped-down example of Multi-layer Perceptron MLP in Theano

	"""A stripped-down MLP example, using Theano.

	Based on the tutorial here: http://deeplearning.net/tutorial/mlp.html

	This example trims away some complexities, and makes it easier to see how Theano works.

	Design changes:

	* Model compiled in a distinct function, so that symbolic variables are not in run-time scope.
	* No classes. Network shown by chained function calls.

luthfianto / keras_attention_wrapper.py

Created January 15, 2017 09:19 — forked from wassname/keras_attention_wrapper.py

A keras attention layer that wraps RNN layers.

	"""
	A keras attention layer that wraps RNN layers.

	Based on tensorflows [attention_decoder](https://github.com/tensorflow/tensorflow/blob/c8a45a8e236776bed1d14fd71f3b6755bd63cc58/tensorflow/python/ops/seq2seq.py#L506)
	and [Grammar as a Foreign Language](https://arxiv.org/abs/1412.7449).

	date: 20161101
	author: wassname
	url: https://gist.github.com/wassname/5292f95000e409e239b9dc973295327a
	"""

luthfianto / Attention.py

Last active July 15, 2020 09:27 — forked from cbaziotis/Attention.py

Keras Layer that implements an Attention mechanism for temporal data. Supports Masking. Follows the work of Raffel et al. [https://arxiv.org/abs/1512.08756]

	from keras.layers.core import Layer
	from keras import initializers, regularizers, constraints
	from keras import backend as K

	class Attention(Layer):
	def __init__(self,
	kernel_regularizer=None, bias_regularizer=None,
	kernel_constraint=None, bias_constraint=None,
	use_bias=True, **kwargs):
	"""

luthfianto / TFQueueKeras.py

Created March 29, 2017 17:11 — forked from Dref360/TFQueueKeras.py

An example of using keras with tf queues, this handle BatchNorm

	import tensorflow as tf
	import numpy as np
	import keras
	import keras.backend as K
	from functools import reduce
	from keras.models import Model
	import keras.callbacks as cbks
	from keras.applications import ResNet50
	from keras.layers import Conv2D
	import threading

luthfianto / Disable-Sonoma-Bloatware.sh

Last active December 20, 2025 05:40 — forked from b0gdanw/Disable-Sonoma-Bloatware.sh

	#!/bin/zsh
	# WARNING! The script is meant to show how and what can be disabled. Don’t use it as it is, adapt it to your needs.
	# Credit: Original idea and script disable.sh by pwnsdx https://gist.github.com/pwnsdx/d87b034c4c0210b988040ad2f85a68d3
	# Disabling unwanted services on macOS Big Sur (11), macOS Monterey (12), macOS Ventura (13) and macOS Sonoma (14)
	# Disabling SIP is required ("csrutil disable" from Terminal in Recovery)
	# Modifications are written in /private/var/db/com.apple.xpc.launchd/ disabled.plist, disabled.501.plist
	# To revert, delete /private/var/db/com.apple.xpc.launchd/ disabled.plist and disabled.501.plist and reboot; sudo rm -r /private/var/db/com.apple.xpc.launchd/*


	# user

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