AFAgarap
Starting July 9, 2021, all repositories have been moved to GitLab: https://gitlab.com/afagarap
Pinned Repositories
ag-news-ae-clustering
Using an Autoencoder to encode features for k-Means Clustering on the AG News Dataset
cnn-svm
An Architecture Combining Convolutional Neural Network (CNN) and Linear Support Vector Machine (SVM) for Image Classification
dl-relu
Deep Learning using Rectified Linear Units (ReLU)
ecommerce-reviews-analysis
Statistical Analysis on E-Commerce Reviews, with Sentiment Classification using Bidirectional Recurrent Neural Network (RNN)
gru-svm
[ICMLC 2018] A Neural Network Architecture Combining Gated Recurrent Unit (GRU) and Support Vector Machine (SVM) for Intrusion Detection
malware-classification
Towards Building an Intelligent Anti-Malware System: A Deep Learning Approach using Support Vector Machine for Malware Classification
pt-datasets
PyTorch dataset loader for image, text, malware, and medical classification datasets
wisconsin-breast-cancer
[ICMLSC 2018] On Breast Cancer Detection: An Application of Machine Learning Algorithms on the Wisconsin Diagnostic Dataset
AFAgarap's Repositories
AFAgarap/cnn-svm
An Architecture Combining Convolutional Neural Network (CNN) and Linear Support Vector Machine (SVM) for Image Classification
AFAgarap/malware-classification
Towards Building an Intelligent Anti-Malware System: A Deep Learning Approach using Support Vector Machine for Malware Classification
AFAgarap/gru-svm
[ICMLC 2018] A Neural Network Architecture Combining Gated Recurrent Unit (GRU) and Support Vector Machine (SVM) for Intrusion Detection
AFAgarap/wisconsin-breast-cancer
[ICMLSC 2018] On Breast Cancer Detection: An Application of Machine Learning Algorithms on the Wisconsin Diagnostic Dataset
AFAgarap/dl-relu
Deep Learning using Rectified Linear Units (ReLU)
AFAgarap/ecommerce-reviews-analysis
Statistical Analysis on E-Commerce Reviews, with Sentiment Classification using Bidirectional Recurrent Neural Network (RNN)
AFAgarap/support-vector-machine
An implementation of the L2-SVM for breast cancer detection using the Wisconsin diagnostic dataset.
AFAgarap/pt-clustering-ae
Code implementation for "Improving k-Means Clustering Performance with Disentangled Internal Representations" by Agarap & Azcarraga (2020)
AFAgarap/opencv-python-training
OpenCV-Python Tutorials
AFAgarap/feed-forward-neural-network
An implementation of the Multilayer Perceptron for breast cancer detection using the Wisconsin diagnostic dataset.
AFAgarap/pt-datasets
PyTorch dataset loader for image, text, malware, and medical classification datasets
AFAgarap/vanishing-gradients
Avoiding the vanishing gradients problem by adding random noise and batch normalization
AFAgarap/dnn-trust
How can I trust you? An intuition and tutorial on trust score
AFAgarap/ag-news-ae-clustering
Using an Autoencoder to encode features for k-Means Clustering on the AG News Dataset
AFAgarap/autoencoders
AFAgarap/cooperative-competitive-learning
Potentially helpful methods for specialized ensemble learning.
AFAgarap/AFAgarap.github.io
https://afagarap.works
AFAgarap/csc613m-dlsu
AFAgarap/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.
AFAgarap/exa
A modern replacement for ‘ls’.
AFAgarap/fashion-mnist
A MNIST-like fashion product database. Benchmark :point_right:
AFAgarap/kwta-ensemble
AFAgarap/reading-list
Repository dump for papers that I find interesting but haven't found the time to read them yet.
AFAgarap/vim-config
This repository documents my Vim configuration.