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SourangshuGhosh/README.md

Welcome to My Personal Page

Hello! My name is Sourangshu Ghosh. I am a fourth year undergraduate student of the department of civil engineering enrolled in its Dual Degree Program in Indian institute of Technology Kharagpur, West Bengal, India mostly knows to all as IIT KGP. I am also doing my minors in Mathematics and Computing in its Master of Science program. Apart from these I have been working under various professors of my university in various research projects. I have been mostly collaborating in my research works with Dr. Baidurya Bhattacharya, Professor, Department of Civil Engineering, IIT KGP. The link to his website.

Contact Details

Personal Email ID: [email protected] Institute Email ID: [email protected]

Phone Number: 7063068190

My Research Works and Interests

All of my works are basically scientific computing projects. I mostly interested in application of various Stochastic and Probabilistic Methods/Models in Real Life Problems. Apart from that I have also good knowledge in the field of Evolutionary Algorithms and its recent incorporation in Various Machine Learning Algorithms. I mostly do my coding works in Fortran, C/C++/MATLAB and Python. All of my codes are uploaded as Github Repositories. My Github Profile can be seen by clicking here https://github.com/SourangshuGhosh . This website contains all the links to the various repositories/topics and explains how it works and what they are meant for

My Research Gate Profile can be seen here

Sourangshu's github stats Top Langs

Besides research in engineering fields, I have a deep love in Mathematics and is always very keen to explore Combinatorical and Number Theory Problems. Some of Preprints are availabe in arxiv as given below

  1. Minkowski's Lattice Point Theorem: https://arxiv.org/abs/2010.00245
  2. The Basel Problem: https://arxiv.org/abs/2010.03953
  3. Bounds of the Mertens Functions: https://arxiv.org/abs/2012.11756
  4. Sequences and Polynomial Congruences: https://arxiv.org/abs/2012.11373
  5. Collatz Cycles and 3n+c Cycles: https://arxiv.org/abs/2101.04067

Pinned Loading

  1. Bag-of-words-Model Bag-of-words-Model Public

    The bag-of-words model is a simplifying representation used in natural language processing and information retrieval (IR). In this model, a text (such as a sentence or a document) is represented as…

    Python 5 1

  2. CGP-CNN-Design CGP-CNN-Design Public

    A Genetic Programming Approach to Designing CNN Architectures, In GECCO 2017 (oral presentation, Best Paper Award)

    Python 5

  3. N-gram N-gram Public

    An n-gram model is a type of probabilistic language model for predicting the next item in such a sequence in the form of a (n − 1)–order Markov model.

    C++ 5

  4. Stochastic_LatentDirchletAnalysis Stochastic_LatentDirchletAnalysis Public

    Python implementation of Stochastic Variational Inference for LDA

    Python 7 1

  5. deep-voice-conversion deep-voice-conversion Public

    What if you could imitate a famous celebrity's voice or sing like a famous singer? This project started with a goal to convert someone's voice to a specific target voice. So called, it's voice styl…

    Python 14 2

  6. coronavirus_cure_DeepLearning coronavirus_cure_DeepLearning Public

    Using deep learning to generate novel molecules as candidates for binding with coronavirus protease

    Jupyter Notebook 5 1