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Sergio Augusto Castelblanco Ramos's Projects

awesome-open-geoscience icon awesome-open-geoscience

Curated from repositories that make our lives as geoscientists, hackers and data wranglers easier or just more awesome

enas-pytorch icon enas-pytorch

PyTorch implementation of "Efficient Neural Architecture Search via Parameters Sharing"

harmonica icon harmonica

Forward modeling, inversion, and processing gravity and magnetic data

imbalanced-learn icon imbalanced-learn

Python module to perform under sampling and over sampling with various techniques.

influencersinsocialnetworks icon influencersinsocialnetworks

he goal of the challenge is to train a machine learning model which, for pairs of individuals, predicts the human judgement on who is more influential with high accuracy

machine-deep-learning-techniques icon machine-deep-learning-techniques

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.

machine-learning-projects icon machine-learning-projects

In this repository you can find different methods and algorithms about machine learning and predictive models

madewithml icon madewithml

Learn how to responsibly deliver value with ML.

mlops icon mlops

A project-based course on the foundations of MLOps with a focus on intuition and application.

models icon models

Models and examples built with TensorFlow

moviesclassification icon moviesclassification

The main idea is build a deep neural network with images and text that can Classify a movie genre based on its plot and its poster.

nannyml_mlops icon nannyml_mlops

Detecting silent model failure. NannyML estimates performance with an algorithm called Confidence-based Performance estimation (CBPE), developed by core contributors. It is the only open-source algorithm capable of fully capturing the impact of data drift on performance.

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