Abien Fred Agarap AFAgarap

Starting July 9, 2021, all repositories have been moved to GitLab: https://gitlab.com/afagarap

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AFAgarap / gaussian-naive-bayes.ipynb

Last active March 31, 2018 06:00

A notebook for step-by-step explanation of the Gaussian Naive Bayes classification model.

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AFAgarap / breast-cancer-detection.ipynb

Last active March 28, 2018 04:21

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AFAgarap / dlrelu-fashion.ipynb

Last active March 22, 2018 06:52

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AFAgarap / capsLayer.py

Created November 26, 2017 16:10 — forked from debarko/capsLayer.py

CapsNet Capsule Definition

	# It only has two dependencies numpy and tensorflow
	import numpy as np
	import tensorflow as tf

	from config import cfg


	# Class defining a Convolutional Capsule
	# consisting of multiple neuron layers
	#

AFAgarap / gru_svm_mnist.py

Last active September 30, 2017 13:06

Implementation of my proposed GRU+SVM model for Zalando's "fashion MNIST" dataset.

	# Implementation of my proposed GRU+SVM model, for MNIST classification
	# Copyright (C) 2017 Abien Fred Agarap
	#
	# This program is free software: you can redistribute it and/or modify
	# it under the terms of the GNU Affero General Public License as published
	# by the Free Software Foundation, either version 3 of the License, or
	# (at your option) any later version.
	#
	# This program is distributed in the hope that it will be useful,
	# but WITHOUT ANY WARRANTY; without even the implied warranty of

AFAgarap / cubic-spline.py

Last active September 25, 2017 04:40

An implementation of the Natural Cubic Spline Algorithm.

	# Copyright 2017 Abien Fred Agarap. All Rights Reserved.
	#
	# 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,

AFAgarap / polynomial-least-squares.py

Last active March 11, 2024 10:22

A program implementation of Polynomial Least Squares written in Python.

	# Copyright 2017 Abien Fred Agarap. All Rights Reserved.
	#
	# 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,

AFAgarap / simple-bruteforce.py

Last active August 6, 2017 04:18

A simple bruteforce program for GPG-encrypted files with a 4-digit passphrase.

	# Copyright 2017 Abien Fred Agarap. All Rights Reserved.
	#
	# 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,

AFAgarap / Euler.java

Last active November 26, 2017 16:15

Euler's Method for solving ODEs

	/*
	* Copyright 2017 Abien Fred Agarap
	*
	* 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

AFAgarap / deep_net.py

Created October 9, 2016 17:40

Sample Deep Neural Network written in Python on top of TensorFlow

	# Based on the tutorial by user `sentdex` : https://www.youtube.com/watch?v=PwAGxqrXSCs

	import tensorflow as tf

	'''
	input -> weight -> hidden layer 1 (activation function) -> weight -> hidden layer 2 (activation function) -> weight -> output layer
	'''

	from tensorflow.examples.tutorials.mnist import input_data

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