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mohan-mj's Projects

interpret icon interpret

Fit interpretable machine learning models. Explain blackbox machine learning.

irish_ev_charger_status icon irish_ev_charger_status

I am working with a dataset of statuses at EV charging stations in Ireland and building a model to predict the status of a charger at a particular time.

keras-bert icon keras-bert

A simple technique to integrate BERT from tf hub to keras

knn_k-nearest-neighbor icon knn_k-nearest-neighbor

k-nearest neighbors algorithm (k-NN) is a non-parametric method used for classification and regression

lime icon lime

Lime: Explaining the predictions of any machine learning classifier

lucid icon lucid

A collection of infrastructure and tools for research in neural network interpretability.

manufacturing_line-i4.0 icon manufacturing_line-i4.0

Shop floor always have challenges. When the part fails at the end of line testing, shop floor manager instinctively retrace your steps to identify at what point you went wrong. Here, the ML based algorithm is closely monitoring the parts as they progress through the manufacturing processes. So that the defective parts can be intelligently identified. An i4.0 use case with machine learning.

ner-named-entity-recognition icon ner-named-entity-recognition

Named-entity recognition (NER) (also known as entity identification, entity chunking and entity extraction) is a subtask of information extraction that seeks to locate and classify named entity mentions in unstructured text into pre-defined categories such as the person names, organizations, locations, medical codes, time expressions, quantities, monetary values, percentages, etc.

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