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puturoi's Projects

pytorch-flask-starter icon pytorch-flask-starter

🐍+πŸ”₯This project is aimed to help Pytorch machine learning developers to quickly build a Flask web app in a Docker container ready to be deployed.

recomendation-system icon recomendation-system

Design & Development of a Recommendation System for Goodreads & Development of a Multi-Label Classification Model from textual data using Deep Learning

scikit-uplift icon scikit-uplift

:exclamation: uplift modeling in scikit-learn style in python :snake:

seaborn-tutorial icon seaborn-tutorial

This repository is my attempt to help Data Science aspirants gain necessary Data Visualization skills required to progress in their career. It includes all the types of plot offered by Seaborn, applied on random datasets.

stock-market-prediction-web-app-using-machine-learning-and-sentiment-analysis icon stock-market-prediction-web-app-using-machine-learning-and-sentiment-analysis

Stock Market Prediction Web App based on Machine Learning and Sentiment Analysis of Tweets (API keys included in code). The front end of the Web App is based on Flask and Wordpress. The App forecasts stock prices of the next seven days for any given stock under NASDAQ or NSE as input by the user. Predictions are made using three algorithms: ARIMA, LSTM, Linear Regression. The Web App combines the predicted prices of the next seven days with the sentiment analysis of tweets to give recommendation whether the price is going to rise or fall

timeseries icon timeseries

Implementation of deep learning models for time series in PyTorch.

tkinter-projects icon tkinter-projects

Here are some small Tkinter-Projects according to "Tkinter GUI Application Development"

traffic-sign-recognition icon traffic-sign-recognition

Built and trained a deep neural network to classify traffic signs, using PyTorch. The highlights of this solution would be data preprocessing, trained with heavily augmented data and using Spatial Transformer Network.

udacity_identuify_customer_segments icon udacity_identuify_customer_segments

A Udacity project to implement clustering algorithms to segment customers with the goal of optimizing customer outreach for a mail order company, with the help of demographic and spending data for a sample of German households.

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