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Srikar Manthatti's Projects

amazon-sagemaker-examples icon amazon-sagemaker-examples

Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon SageMaker.

arcade_game icon arcade_game

This is a two player simple arcade with a set of rules

deep-tic-tac-toe icon deep-tic-tac-toe

Used deep reinforcement learning to train a deep neural network to play tic-tac-toe and deployed using tensorflow.js.

fhir-competition icon fhir-competition

Solutions, dataset generator and marking script for FHIR Competition in IT faculty of Monash University

flatten_json_specific icon flatten_json_specific

Use this python code to extract the deeply nested json fields in the form of a dataframe. Please view initial_file.ipynb for examples.

neuralstyletransfer icon neuralstyletransfer

In this neural style transfer, I will generate a new image which contains the content from one image and contains style from the different image. In this project I will be using deep learning technique Convolution Neural Network to perform this Neural Style transfer

semiconductors icon semiconductors

Performing prediction and Inference tasks on Semiconductors data

topicmodelling- icon topicmodelling-

Here I am performing LDA on the set of topics that are covered in the news sites. I will be using genism library for LDA model generation and create an interactive visualization to get the idea of what latent topics are covered in the news site with the help of their respective keywords.

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