Kamesh K's repositories
Options-Visualization
Visualization of vanilla options and exotics. BS Model for a vanilla option is used to describe the pay-off option.
Dynamic-RPCA
Code to perform Robust PCA to seperate the background and foreground in a given video clipping.
GA-Truss-Optimization
A genetic algorithm-based truss topology optimization solver programmed in MATLAB
ML-SKLearn
The repository consists of codes in python for various machine learning models from the package Sci-Kit Learn.
Monte-CarloSimulation-For-Options-Pricing
Codes of the HPC Project are added here.
10-steps-to-become-a-data-scientist
📢 Ready to learn or review your knowledge! You will learn 10 skills as data scientist: 📚 Python, Machine Learning, Deep Learning, Data Cleaning, EDA, python packages such as Numpy, Pandas, Seaborn, Matplotlib, Plotly, Tensorfolw, Theano...., Linear Algebra, Big Data, Analysis Tools and solve some real problems such as predict house prices.
AbinBev-BotAThon
Dataset along with the code for the AbinBev BotAThon will be added over here
DSA-ID6105
The repository consists of the codes written as a part of the Data Structures and Algorithms course offered at IIT Madras during JUL-NOV 2019.
Numerical-Methods-ME5107
The repository consists of the codes written as a part of the Numerical Methods course offered at IIT Madras during JUL-NOV 2019.
Applied-Economics-Project
A term paper as a part of the course Applied Economics offered in the Jul-Nov 2018
CH5019-Project
Codes for the project as a part of the Mathematical foundations for datascience are added here.
Competitive-Programming
Will be adding the codes for competitive programming problems which I am solving in my free time over here.
Computational-Lab
Scripts of Computational labs are added here
Data-Science--Cheat-Sheet
Cheat Sheets
data-science-ipython-notebooks
Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.
Gartner-HackElite
Jupyter Notebooks used for the Gartner HackElite hackathon are added here. Along with the notebooks, the train and test data are added as well.
Graph-Digitizer
Hobby Project - A python based program to digitize images of graphs and provide the data as well as the suitable python code to plot the graph as well.
High-Performance-Computing
This repository consists of classwork and homework of the course High-Performance Computing offered at IIT Madras.
machine-learning-for-trading
Code for Machine Learning for Algorithmic Trading, 2nd edition.
OpenMP
OpenMP practice and study codes will be added here.
ReactJs-Tutorial
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