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danish-mehmood's Projects

predicting-pakistan-stock-exchange-using-python icon predicting-pakistan-stock-exchange-using-python

i have used python to predict the stock prices of companies listed in Pakistan stock market initially i am predicting only 5 companies but this system is scalable i have made three kinds of predictions 2 using random forest algorithm and 1 using linear regression

radash icon radash

Functional utility library - modern, simple, typed, powerful

seekh icon seekh

seekh raha hun kuch na kuch

stock-er icon stock-er

💰🤑Predictive model for stock prices🤑💰

stock-forecaster icon stock-forecaster

:chart_with_upwards_trend: A web based stock forecaster in Django with predictive analysis

stock-market-prediction-using-natural-language-processing icon stock-market-prediction-using-natural-language-processing

We used Machine learning techniques to evaluate past data pertaining to the stock market and world affairs of the corresponding time period, in order to make predictions in stock trends. We built a model that will be able to buy and sell stock based on profitable prediction, without any human interactions. The model uses Natural Language Processing (NLP) to make smart “decisions” based on current affairs, article, etc. With NLP and the basic rule of probability, our goal is to increases the accuracy of the stock predictions.

stocknet-dataset icon stocknet-dataset

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

stockpredictions icon stockpredictions

Stock Predictions through NYTimes article headlines sentiment analysis.

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