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Kristof Leroux's Projects

stock-prediction icon stock-prediction

Smart Algorithms to predict buying and selling of stocks on the basis of Mutual Funds Analysis, Stock Trends Analysis and Prediction, Portfolio Risk Factor, Stock and Finance Market News Sentiment Analysis and Selling profit ratio. Project developed as a part of NSE-FutureTech-Hackathon 2018, Mumbai. Team : Semicolon

stock-prediction-models icon stock-prediction-models

Gathers machine learning and deep learning models for Stock forecasting including trading bots and simulations

stock-predictor icon stock-predictor

A simple stock predictor webapp using brain.js LSTM neural network.

stock-rnn icon stock-rnn

Implementation of a Recurrent Neural Network (RNN) used to predict stock price movements

stock-stream icon stock-stream

Pushes real time stock data into a database for stream analytics.

stockast icon stockast

Predict stock market pricing over 180 minutes using Black-Scholes stocastic modelling and parallel Monte-Carlo simulations.

stocker icon stocker

A Dashboard which can be utilised by the Financial Analysts to analyse the market trends and news.

stockexchangecrawler icon stockexchangecrawler

A crawler program to extract all of the data and the price for symbols in the global stock exchange.

stockitup icon stockitup

A unified streaming pipeline to process historical as well as real time stock data to provide insightful dashboards to rookie investors and to also provide clean,processed, critical features to data scientists on demand. Utilizing the tiered storage feature to eliminate the need for a datawarehouse and using s3 as an offload storage for historical data.

stockmarket icon stockmarket

Machine learning Application to predict Tea Stock Market directions

stocknet-code icon stocknet-code

Code for stock movement prediction from tweets and historical stock prices.

stocknet-dataset icon stocknet-dataset

A comprehensive dataset for stock movement prediction from tweets and historical stock prices.

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