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felipevillaarenas/README.md

Hi Fellows 👋

Welcome to my site! I'm Felipe, Data Scientist, Machine Learning Engineer, and Deep Learning Enthusiast.
I'm from Bogota, Colombia, currently living in Berlin, Germany.

  • 🔭 I’m currently working on Deutsche Telekom
  • 🌱 I’m currently interested in model alignment strategies for faithful explanations.
  • ⚡ Fun fact: I am a coffee lover (since I am Colombian and an engineer this one is kind of obvious! 😉)

Recent Post

Toolset

Python PyTorch mlflow Apache Airflow Apache Spark Apache Kafka Apache Hadoop Azure Docker

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  1. mmod-vigreg mmod-vigreg Public

    MMod-VICReg: Multi-Modal Variance-Invariance-Covariance Regularization for Self-Supervised Learning

    Python

  2. nrms nrms Public

    NRMS implementation (Wu et al., 2019) - Neural News Recommendation with Multi-Head Self-Attention. data - MIND dataset

    Jupyter Notebook 9 1

  3. vicreg vicreg Public

    This repository provides a PyTorch Lighting implementation for VICReg, as described in the paper VICReg: Variance-Invariance-Covariance Regularization For Self-Supervised Learning. This repo is ins…

    Python 1

  4. Template-Distribute-Training-AzureML-PyTorchLightning Template-Distribute-Training-AzureML-PyTorchLightning Public

    Template for Distributed traning on AzureML with Pytorch Lightning

    Python

  5. Machine-Learning-Translation-CNN-subwording Machine-Learning-Translation-CNN-subwording Public

    This repository explores two key concepts – sub-word modeling and convolutional networks – and applies them to the NMT system.

    JavaScript

  6. Neural-Machine-Translation-LSTMs-Attention Neural-Machine-Translation-LSTMs-Attention Public

    In Machine Translation, our goal is to convert a sentence from the source language (e.g. Spanish) to the target language (e.g. English). In this assignment, we will implement a sequence-to-sequence…

    JavaScript