Abien Fred Agarap's repositories
malware-classification
Towards Building an Intelligent Anti-Malware System: A Deep Learning Approach using Support Vector Machine for Malware Classification
wisconsin-breast-cancer
[ICMLSC 2018] On Breast Cancer Detection: An Application of Machine Learning Algorithms on the Wisconsin Diagnostic Dataset
ecommerce-reviews-analysis
Statistical Analysis on E-Commerce Reviews, with Sentiment Classification using Bidirectional Recurrent Neural Network (RNN)
support-vector-machine
An implementation of the L2-SVM for breast cancer detection using the Wisconsin diagnostic dataset.
pt-clustering-ae
Code implementation for "Improving k-Means Clustering Performance with Disentangled Internal Representations" by Agarap & Azcarraga (2020)
opencv-python-training
OpenCV-Python Tutorials
feed-forward-neural-network
An implementation of the Multilayer Perceptron for breast cancer detection using the Wisconsin diagnostic dataset.
pt-datasets
PyTorch dataset loader for image, text, malware, and medical classification datasets
vanishing-gradients
Avoiding the vanishing gradients problem by adding random noise and batch normalization
ag-news-ae-clustering
Using an Autoencoder to encode features for k-Means Clustering on the AG News Dataset
cooperative-competitive-learning
Potentially helpful methods for specialized ensemble learning.
AFAgarap.github.io
https://afagarap.works
data-centric-deep-learning
Public repository for the "Data-Centric Deep Learning" course taught by Mike Wu and Andrew Maas. Available at https://corise.com/course/data-centric-deep-learning.
exa
A modern replacement for ‘ls’.
fashion-mnist
A MNIST-like fashion product database. Benchmark :point_right:
reading-list
Repository dump for papers that I find interesting but haven't found the time to read them yet.
vim-config
This repository documents my Vim configuration.