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1. Solving-wave-equation-using-PINNs Solving-wave-equation-using-PINNs Public

   Here I attempt to solve the wave equation using physics informed neural networks, much like my work on the heat equation using the same technique.

   Python 2 1

2. RL-Prisoners-Dilemma RL-Prisoners-Dilemma Public

   A reinforcement learning approach to solving the classic Prisoner's Dilemma problem in game theory. Implementation of a RL agent that learns the best possible strategy to acquire the highest number…

   Python 1

3. churn-prediction-using-neural-nets churn-prediction-using-neural-nets Public

   This model predicts whether a customer continues with their account or closes it given a set of data.

   Jupyter Notebook

4. Fraudulent-transactions-XGBoost Fraudulent-transactions-XGBoost Public

   XGBoost model trained on anonymized features to detect fraudulent credit card transactions. Dataset from Kaggle.

   Jupyter Notebook

5. Heat-diffusion-using-PINNs Heat-diffusion-using-PINNs Public

   Using Physics informed neural networks to solve the 1D heat equation.

   Python 2

6. Neural-Net-in-CPP Neural-Net-in-CPP Public

   A Multilayer perceptron implemented in C++ from absolute scratch. No external libraries. All the mathematics required is custom coded.

   C++