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Sourav Roy's Projects

amazon-sagemaker-examples icon amazon-sagemaker-examples

Example notebooks that show how to apply machine learning, deep learning and reinforcement learning in Amazon SageMaker

angular-pwa-qrcode icon angular-pwa-qrcode

Angular PWA that generates a QR code of your guest so you can check them in by scanning their code

caterpillar-tube-pricing icon caterpillar-tube-pricing

Scripts used for my submission the Kaggle Caterpillar Tube Pricing Competition (https://www.kaggle.com/c/caterpillar-tube-pricing). My final submission scored with a Root Mean Squared Logarithmic Error (RMSLE) of 0.213605 on the private leaderboard which gave me a rank of 50 out of 1323 competitors.

counterfeit-medicines-sales-prediction icon counterfeit-medicines-sales-prediction

he World Health Organization (WHO) is working with International Criminal Police Organization (Interpol) to dislodge the criminal networks raking in billions of dollars from this cynical trade. Despite all these efforts , counterfeit medicine selling rackets don’t seem to stop popping here and there. It has become a challenge to deploy resources to counter these; without spreading them too thin and eventually rendering them ineffective. Government has decided that they should focus on illegal operations of high net worth first instead of trying to control all of them. In order to do that they have collected data which will help them to predict sales figures given an illegal operation's characteristics.

demand-forecasting icon demand-forecasting

This machine learning model (LSTM Time Series model) helps us to forecast demand of a supply chain business problem. This model uses Keras which uses tensorflow to solve the problem.

django-chatbot icon django-chatbot

Implementing a simple chat system using chatterbot linked with Django

github icon github

Using Random forest and Grid search

hapiness_pred icon hapiness_pred

Use textblob for text feature extraction, Tf-IDF to predict happiness of customer after service.

image-extraction icon image-extraction

Its a bling api based image extraction process by which we can easily create a dataset of image using it

instant-ngp icon instant-ngp

Instant neural graphics primitives: lightning fast NeRF and more

kaggle-spooky-author icon kaggle-spooky-author

I am woking on spooky author kaggle project to predict the author without using tf idf and only features.

libras icon libras

Programa de reconhecimento de gestos de LIBRAS

medical-eda icon medical-eda

this a eda and simple prediction to see if the patient has visited and completed the doctors meet or not

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