GitHub - lakki0704/Optimization_in_Finance: In the first part we use Markowitz model to identify the best portfolio by analysing the returns and risk from assets. And in the second part we use reinforcement learning to predict the stock price of any company . The model is expected to take actions in order to maximize the profit and reduce losses.

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Name		Name	Last commit message	Last commit date
Latest commit History 4 Commits
Gold price prediction using RandomForestRegressor		Gold price prediction using RandomForestRegressor
Stock price prediction		Stock price prediction
J_Component_Optimisation_in_Finance.pdf		J_Component_Optimisation_in_Finance.pdf
Portfolio-Optimization_MarkowitzModel.ipynb		Portfolio-Optimization_MarkowitzModel.ipynb
Reinforcement_learning_StockPricePrediction.ipynb		Reinforcement_learning_StockPricePrediction.ipynb

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In the first part we use Markowitz model to identify the best portfolio by analysing the returns and risk from assets. And in the second part we use reinforcement learning to predict the stock price of any company . The model is expected to take actions in order to maximize the profit and reduce losses.

python reinforcement-learning jupyter-notebook portfolio-optimization stock-prediction markowitz-model