This page contains all projects, notes, and random blogs that I have written. You can give suggestions for the website and the content here
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Reinforcement Learning in Nuclear Fusion
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Scalable Behavior Planning for Autonomous Driving
Discussion on algorithms for predicting behavior patters in dense urban scenes.
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Structural Visualization for Neural Networks
Analysing learning patterns in neural networks using graph visualization algorithms.
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Advanced Computer Vision
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Mathematics for Finance
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Lattices in Cryptography and Quantum Computers
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Object Detection
A brief survey of object detection methods in 2023.
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Numerical Analysis Notes
A course disucssing interpolation theory, numerical intergration, numerical solutions to ordinary differential equations, numerical solutions to system of linear equations and roots of non-linear equations.
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DiBS Notes
An introductory course for design and programming of database systems. Covers the entity-relationship (ER) approach to data modelling, the relational model of database management systems (DBMSs) and the use of query languages such as SQL. Briefly discusses query processing and the role of transaction management.
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Automata Notes
An introductory course to Automata theory. The first half covers DFAs, NFAs, and their various properties. Relations of regularity of languages and DFAs/NFAs and proofs of non-regularity of languages. The second half of the notes covers pushdown automata, context free grammar and their relation with deterministic PDAs. Briefly touches upon Turing machines.