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Quant-Finance-Codebook
Quant-Finance-Codebook PublicImplemented 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
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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- PublicCreated 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
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POSIXCompliantMultipleServerClientDatabaseSystem
POSIXCompliantMultipleServerClientDatabaseSystem PublicSimulating 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
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Implementing-ML-Models-from-scratch-for-multi-class-classification-and-regression
Implementing-ML-Models-from-scratch-for-multi-class-classification-and-regression PublicImplemented 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
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Causal-Inference-analysis-on-causal-effects-of-Sleep-on-Stress-Levels
Causal-Inference-analysis-on-causal-effects-of-Sleep-on-Stress-Levels PublicThis research aims to statistically analyse the causal effects of sleep quality on their stress Levels. Performed a covariate analysis based on the DAG and did a propensity score matching to analys…
HTML
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Predicting-Financial-Outcomes-of-Companies-through-10-K-reports-and-Balance-Sheets
Predicting-Financial-Outcomes-of-Companies-through-10-K-reports-and-Balance-Sheets PublicBuilding and deploying a model that could crunch down the financial record data of companies to predict their market cap. Built up a model and selected essential feature variables on a custom dataset.
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