sramirez

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

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

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

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

MOAReduction

A library for data reduction in MOA (Massive Online Analysis) platform.

spark-infotheoretic-feature-selection

This package contains a generic implementation of greedy Information Theoretic Feature Selection (FS) methods. 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.

spark-IS-streaming

A Nearest Neighbor Classifier for High-Speed Big Data Streams with Instance Selection

spark-MDLP-discretization

Spark implementation of Fayyad's discretizer based on Minimum Description Length Principle (MDLP)

spark-RELIEFFC-fselection

Distributed version of RELIEF-F algorithm for Apache Spark.

sramirez/spark-infotheoretic-feature-selection

This package contains a generic implementation of greedy Information Theoretic Feature Selection (FS) methods. 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.

sramirez/fast-mRMR

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

sramirez/spark-MDLP-discretization

Spark implementation of Fayyad's discretizer based on Minimum Description Length Principle (MDLP)

sramirez/badge

An implementation of the BADGE batch active learning algorithm.

sramirez/coursera-deep-learning

Solutions to all quiz and all the programming assignments!!!

sramirez/deep-high-resolution-net.TensorFlow

A TensorFlow implementation of HRNet

sramirez/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.

sramirez/Drone_FasterRCNN

Faster RCNN trained for detecting objects from drone views.

sramirez/DSND_Term2

Contains files related to content and project of DSND Term 2

sramirez/edge-tpu-tiny-yolo

Run Tiny YOLO-v3 on Google's Edge TPU USB Accelerator.

sramirez/efficientdet-pytorch

A PyTorch impl of EfficientDet faithful to the original Google impl w/ ported weights

sramirez/fastai-v3

Starter app for fastai v3 model deployment on Render

sramirez/FeuerFreiKiller

Audio detector of wildfire in open nature

sramirez/geotrellis-workshop

GeoTrellis Workshop Material

sramirez/hrnet-pose-tf

sramirez/JSON2YOLO

Convert JSON datasets into YOLO (darknet) format.

sramirez/kaggle_airbus_ship_detection

Kaggle airbus ship detection challenge 21st solution

sramirez/keras-deeplab-v3-plus

Keras implementation of Deeplab v3+ with pretrained weights

sramirez/lsc-cnn

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

sramirez/ML_SageMaker_Studies

Case studies, examples, and exercises for learning to deploy ML models using AWS SageMaker.

sramirez/mmdetection

OpenMMLab Detection Toolbox and Benchmark

sramirez/models

Models and examples built with TensorFlow

sramirez/OpenMLOps

sramirez/sagemaker-deployment

Code and associated files for the deploying ML models within AWS SageMaker

sramirez/sagemaker-deployment-s

sramirez/snippets

Snippets from many languages and frameworks

sramirez/tf-hrnet

tensorflow implementation for "High-Resolution Representations for Labeling Pixels and Regions"

sramirez/traffic

A toolbox for processing and analysing air traffic data

sramirez/vaal

Variational Adversarial Active Learning (ICCV 2019)

sramirez/Vitis-AI-Tutorials