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Mario Aviles's Projects

geneticalgorithmpython icon geneticalgorithmpython

Source code of PyGAD, a Python 3 library for building the genetic algorithm and training machine learning algorithms (Keras & PyTorch).

gpumonitor icon gpumonitor

TF 2.x and PyTorch Lightning Callbacks for GPU monitoring

handson-ml icon handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

handson-ml2 icon handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

handson-ml3 icon handson-ml3

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

hub icon hub

A library for transfer learning by reusing parts of TensorFlow models.

hummingbird icon hummingbird

Hummingbird compiles trained ML models into tensor computation for faster inference.

ic_gan icon ic_gan

Official repository for the paper "Instance-Conditioned GAN" by Arantxa Casanova, Marlene Careil, Jakob Verbeek, Michał Drożdżal, Adriana Romero-Soriano.

icestudio icon icestudio

:snowflake: Visual editor for open FPGA boards

interview icon interview

Resources to crack the next coding interview

interviews.ai icon interviews.ai

This book was written for you: an aspiring data scientist with a quantitative background, facing down the gauntlet of the interview process in an increasingly competitive field. For most of you, the interview process is the most significant hurdle between you and a dream job.

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