absolutare
A mechanical engineer involved in smart building analytics and algorithmic trading.
Philippines
Pinned Repositories
ask-feynman
A simple command-line application using OpenAI Chat API. The chat assistant speaks like Mr. Richard Feynman. One of the greatest Physics teacher to be alive.
autoencoders
A detailed discussion about Autoencoder Neural Network and Variational Autoencoders.
car-price-prediction
We implement Linear Regression using the Normal Equation to predict the price of a car. We will not use Scikit-Learn but instead understand the inner workings of Linear Regression using Normal Equation and implement regularization from scratch as well.
cs50w
A compilation of live demos from the course CS50W: CS50's Web Programming with Python and Javascript
hello-sophia
A simple customer assistant chatbot. It is trained from a custom dataset fed to a neural network developed in Pytorch. Tkinter is used to create a graphical user interface for the conversation.
hello-sophia-v2
Hello Sophia is a simple customer service assistant chatbot developed for Goldilocks. A simple neural network is developed in Pytorch, while using Flask and Javascript in making the application.
jack-en-poy
The quintessential Filipino children's game of Rock, Paper, Scissors.
nlp
A beginner's guide to Natural Language Processing. It includes an implementation of Sentiment Analysis using Deep Learning in Pytorch.
snake
Classic Snake game made in Python with Tkinter
telco-customer-churn-prediction
We implement Logistic Regression in order to predict if a customer of a fictitious telephone company will churn (leave) or not. We explore in great detail the process of Feature selection for a classification problem, Logistic Regression, metrics used for classification and how to choose the right metric for your classification problem.
absolutare's Repositories
absolutare/ask-feynman
A simple command-line application using OpenAI Chat API. The chat assistant speaks like Mr. Richard Feynman. One of the greatest Physics teacher to be alive.
absolutare/autoencoders
A detailed discussion about Autoencoder Neural Network and Variational Autoencoders.
absolutare/car-price-prediction
We implement Linear Regression using the Normal Equation to predict the price of a car. We will not use Scikit-Learn but instead understand the inner workings of Linear Regression using Normal Equation and implement regularization from scratch as well.
absolutare/cs50w
A compilation of live demos from the course CS50W: CS50's Web Programming with Python and Javascript
absolutare/hello-sophia
A simple customer assistant chatbot. It is trained from a custom dataset fed to a neural network developed in Pytorch. Tkinter is used to create a graphical user interface for the conversation.
absolutare/hello-sophia-v2
Hello Sophia is a simple customer service assistant chatbot developed for Goldilocks. A simple neural network is developed in Pytorch, while using Flask and Javascript in making the application.
absolutare/jack-en-poy
The quintessential Filipino children's game of Rock, Paper, Scissors.
absolutare/nlp
A beginner's guide to Natural Language Processing. It includes an implementation of Sentiment Analysis using Deep Learning in Pytorch.
absolutare/snake
Classic Snake game made in Python with Tkinter
absolutare/telco-customer-churn-prediction
We implement Logistic Regression in order to predict if a customer of a fictitious telephone company will churn (leave) or not. We explore in great detail the process of Feature selection for a classification problem, Logistic Regression, metrics used for classification and how to choose the right metric for your classification problem.
absolutare/ml-zoomcamp
Machine Learning Training with ML Zoomcamp
absolutare/neural_network_demystified
Building a Neural Network from Scratch - this contains my own detailed lecture and lessons that I have learned from the great and fun lecture series of Welch Labs called Neural Network Demystified.
absolutare/nlp-app
A Twitter Sentiment Analyzer website made with Django and deployed using AWS Lambda.
absolutare/python-dsa-with-leetcode
Learning Data Structures in Python with Leetcode
absolutare/sarisaristore_enriquez
A Django program that depicts the everyday tindahan, the "Sari-sari store", the go-to necessities shop of every Filipino barangay.
absolutare/z2hpytorch
Learning Pytorch from Zero to Hero.