yashgupta-7 / real-trader-soc

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real-trader-soc

Resources

Python : https://www.w3schools.com/python/

Finance : Leagure on Invstr app to get started with paper trading

Reinforcement Learning :

(MDPs) :

Part1 : https://towardsdatascience.com/introduction-to-reinforcement-learning-markov-decision-process-44c533ebf8da

Part2 : https://towardsdatascience.com/reinforcement-learning-markov-decision-process-part-2-96837c936ec3

Part3(Policy Iteration and Value Iteration) : https://towardsdatascience.com/reinforcement-learning-solving-mdps-using-dynamic-programming-part-3-b53d32341540

Q-Learning :

Grid world problem : https://towardsdatascience.com/implement-grid-world-with-q-learning-51151747b455

Tic-Tac-Toe : https://towardsdatascience.com/how-to-play-tic-tac-toe-using-reinforcement-learning-9604130e56f6

--------- Complete upto here, and then we'll resume after endsems/midsems---------

Quant Trading :

Intro to financial python : https://www.quantconnect.com/tutorials/tutorial-series/introduction-to-financial-python

For coding and backtesting strategies : Blueshift(https://blueshift.quantinsti.com/) or Quantconnect(https://www.quantconnect.com)

Regression based Strategies : https://www.quantconnect.com/tutorials/strategy-library (First read up about mean reversion, momentum, pair trading and then others)

Sample blueshift strategies : https://github.com/QuantInsti/blueshift-demo-strategies/tree/master/equities (Check indicators.py and utils.py from https://github.com/QuantInsti/blueshift-demo-strategies/tree/master/library)

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License:MIT License