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rjkrnkmr's Projects

conceptnet5-client icon conceptnet5-client

Python programming interface and graph walk inference engine for ConceptNet5 Web API

healthcare-stokeprediction icon healthcare-stokeprediction

Using a list of standard machine learning algorithms such as decision tree, random forest, logistic regression and XGBoost Classifier for our model building. Our stroke dataset is a scenario where the number of observations belonging to one class is significantly lower than those belonging to the other classes. This comes under the imbalance class distribution. To resolve this, we balanced our dataset and calculated results with and without data preprocessing. The best accuracy for our dataset was when we used a balanced dataset with feature selection.

hierse icon hierse

Zero-shot image tagging by hierarchical semantic embedding

magnitude icon magnitude

A fast, efficient universal vector embedding utility package.

models icon models

Models and examples built with TensorFlow

rvcexp icon rvcexp

Robotics, Vision and Control Experiments

serving icon serving

A flexible, high-performance serving system for machine learning models

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