omadson / moglow

Implementation of moglow: https://arxiv.org/abs/1905.06598.

Hi there 👋

I'm Madson Dias, I'm from Fortaleza, Ceará, Brazil. I have an MSc degree (2017) in Computer Science from Federal Institute of Ceará and currently, I'm pursuing a doctorate in Computer Science at Federal University of Ceará (UFC). I'm an associate researcher at the Logic and Artificial Intelligence Research Group (LogIA) at the Department of Computer Science, UFC. There I work under the supervision of Prof. César Lincoln Cavalcante Mattos.

• 🌱 At the present moment I'm learning about normalizing flows, anomaly detection, and semi-supervised learning
• 🔭 I'm currently working with trajectory anomaly detection using flow-based generative models
• 📄 My most recent paper: Anomaly Detection in Trajectory Data with Normalizing Flows
• 📫 Ask me about Python, data science, and machine learning
• ❤️ Things that I like: coffee, vinyl, cycling, photography, retro games and reading
• 👀 Fun fact: I have color blindness and heterochromia

moglow's Issues

Implement generator model

Implement generator model to incrementally generate new points based on a single initial point and (if available) control data.

Implement LSTM with init

I'm using LSTM without long-term memory.