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Sergio Ramírez's Projects

2015 icon 2015

Public material for CS109

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An implementation of the BADGE batch active learning algorithm.

deeplearning.ai-summary icon deeplearning.ai-summary

This repository contains my personal notes and summaries on DeepLearning.ai specialization courses. I've enjoyed every little bit of the course hope you enjoy my notes too.

distributed-emd icon distributed-emd

A distributed implementation of Evolutionary Multivariate Discretizer (EMD).

dsnd_term2 icon dsnd_term2

Contains files related to content and project of DSND Term 2

emd-discretizer icon emd-discretizer

EMD is an evolutionary-based discretization algorithm with binary representation which selects the most adequate combination of boundary cut points to create discrete intervals.

fast-mrmr icon fast-mrmr

An improved implementation of the classical feature selection method: minimum Redundancy and Maximum Relevance (mRMR).

fastai-v3 icon fastai-v3

Starter app for fastai v3 model deployment on Render

flink-infotheoretic-feature-selection icon flink-infotheoretic-feature-selection

This package contains a generic implementation of greedy Information Theoretic Feature Selection (FS) methods for Apache Flink. The implementation is based on the common theoretic framework presented by Gavin Brown. Implementations of mRMR, InfoGain, JMI and other commonly used FS filters are provided.

imb-sampling-ros_and_rus icon imb-sampling-ros_and_rus

Spark implementations of two data sampling methods (random oversampling and random undersampling) for imbalanced classification datasets

json2yolo icon json2yolo

Convert JSON datasets into YOLO (darknet) format.

lsc-cnn icon lsc-cnn

This repository is a fork of a fork of the original pytorch implementation of LSC-CNN.

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