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classical_time_series_forecasting

Some Good Results using Statistical Models for Time Series, No Deep Learning was used.

cs2233_data_structures

Some Interesting Data Structures in C++

cs2400_popl

Design by Contract mechanisms in Eiffel

cs3510-os1

performance comparison between multi-thread and multi-process program

ee1390_gvv_ai-ml

Python Code for EE1390 Intro to AI/ML

ee2340_information_science

Verified asymptotic equipartition property for ε-typical sets through simulations

ee5327_optimization

Work done for EE5327 : Optimization using Python

ee_manuals

Manuals Prepared for EE Dept along with Prof. GVV Sharma

extreme_gradient_boosting

Tinkering with XGBoost's Python API

fast_sudoku_solver_and_generator

Fast C++ 9X9 Sudoku Solver & Generator Program

human-activity-recognition-0.97-kaggle

Human Activity Recognition UCI Dataset, final score 0.97196

ma2142-regressionanalysis-fifa2019-overallrating

Project for MA2142 Regression Analysis : Predicting Overall Rating for FIFA2019 Dataset using only Linear Regression based techniques. RMSE = 0.11

ma4143_time_series_analysis

Project for MA4143 Time Series Analysis, featuring various Statistical Tests and Methods on NSE Stocks Data. (Notebook 2 is the working one.)

matrix_project

JEE Coordinate Geometry using Linear Algebra and Matrix Computation in Python (JEE 2002)

music-doa-estimation

Python Implementation of MUltiple SIgnal Classification Algorithm for DOA Estimation on Synthetically Generated Data

norm_conc_high_dim

Work done with Prof. Balasubramaniam Jayaram on High Dimensional Data Analysis

numerical_analysis

Numerical Techniques (Matrix Decomposition, Matrix Equation Solvers, Inversion, Iterative Root Finding), All Implemented from scratch in Python

online_shoppers_intention_kaggle

paper-implementation-matrix-factorization-recommender-systems-netflix

[Python3.6] IEEE Paper "Matrix Factorization Techniques for Recommender Systems" by Koren,Bell,Volinsky

paper-implementation-overview-gradient-descent-optimization-sebastian-ruder

[Python] [arXiv/cs] Paper "An Overview of Gradient Descent Optimization Algorithms" by Sebastian Ruder

simplepygamedemo

A simple demonstration of OpenGL using Python that listens to mouse input.

statistics-project-work

Work done with Prof. Satya Prakash Singh on Longitudinal Crossover Trials

svm_optimization_cvxpy

Derivation of SVM Optimization Problem, Linearly Separable/Inseparable Cases, Wolfe Duals, Regularized SVM, and Implementation from scratch in cvxpy

voice_command_recognition

[ML] [Audio Classification] Recognises Voice Commands from System Microphone, using MFCC, Random forests and MLPs