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  1. Deep-Learning-aided-Statistical-Arbritrage-Stratergy Deep-Learning-aided-Statistical-Arbritrage-Stratergy Public

    This project develops a pairs trading strategy for the Automobile and Heavy Industries sectors. Using PCA for market indicators and the OPTICS algorithm for clustering, we identify potential pairs.…

    Jupyter Notebook

  2. HMM-infused-Cusotm-Stacked-RNN-for-CVaR-analysis HMM-infused-Cusotm-Stacked-RNN-for-CVaR-analysis Public

    This repository contains the code implementation and detailed explanation for a custom machine learning model that combines the power of Hidden Markov Models (HMMs) and Recurrent Neural Networks (R…

    Jupyter Notebook

  3. POSIXCompliantMultipleServerClientDatabaseSystem POSIXCompliantMultipleServerClientDatabaseSystem Public

    Simulating an application for a distributed graph database system involving a load balancer process, a primary server process, two secondary server processes (secondary server 1 and secondary serve…

    C

  4. Implementing-ML-Models-from-scratch-for-multi-class-classification-and-regression Implementing-ML-Models-from-scratch-for-multi-class-classification-and-regression Public

    Implemented ML models like XGBoost, Fischers LDA, AdaBoost, SVM(multiclass), Decision Tree from scratch (without any libraries) and used them to train on Carbon Emissions dataset and Crime Rate dat…

    Jupyter Notebook 1

  5. Quant-Finance-Codebook Quant-Finance-Codebook Public

    Implemented Markowitz model and optimized using gradient Descent and Particle Swarm Optimization. Impolemented the Black Scholes Merton Model Option Pricer using Monte Carlo Simulations for Europea…

    Jupyter Notebook

  6. Custom-Bot-trained-on-custom-data-impersonating-Kanye-West-Text-Image-Audio-response- Custom-Bot-trained-on-custom-data-impersonating-Kanye-West-Text-Image-Audio-response- Public

    Created a custom bot trained on data taken from reddit comments to create embeddings to mimic sarcastic and slightly offensive behaviour. The user enters any general text and the bot will respond a…

    Python