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Amit Kumar Nayak's Projects

ga-hyper-params icon ga-hyper-params

Variable Length Genetic Algorithm for hyperparameter optimization of a CNN

gramex-nlg icon gramex-nlg

Natural Language Generation for Gramex applications.

graphtransformer icon graphtransformer

Source code for "A Generalization of Transformer Networks to Graphs", DLG-AAAI'21.

hands-on-natural-language-processing-with-python icon hands-on-natural-language-processing-with-python

This repository is for my students of Udemy. You can find all lecture codes along with mentioned files for reading in here. So, feel free to clone it and if you have any problem just raise a question.

healthcare-ml-web-application icon healthcare-ml-web-application

Access to quality healthcare and doctors has always been a concern in developing countries and remote areas. To deal with such issues, this healthcare web application is developed. Healthcare data was fed to machine learning training models and engines for predictive modelling. The accuracy of these models is directly proportional to the training they get. These models will be able to predict the potential health risks to a patient a lot earlier so that they could take the preventive measures and live a long healthy life.

ktrain icon ktrain

ktrain is a Python library that makes deep learning and AI more accessible and easier to apply

kylo icon kylo

Kylo is a data lake management software platform and framework for enabling scalable enterprise-class data lakes on big data technologies such as Teradata, Apache Spark and/or Hadoop. Kylo is licensed under Apache 2.0. Contributed by Teradata Inc.

lambda-arch icon lambda-arch

Applying the Lambda Architecture with Spark, Kafka, and Cassandra.

lime icon lime

Lime: Explaining the predictions of any machine learning classifier

lin_alg_ds icon lin_alg_ds

Final project for Math 499: Linear Algebra for Data Science

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