Harsh Raj's repositories
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
MUSIC-DOA-Estimation
Python Implementation of MUltiple SIgnal Classification Algorithm for DOA Estimation on Synthetically Generated Data
fast_sudoku_solver_and_generator
Fast C++ 9X9 Sudoku Solver & Generator Program
Voice_Command_Recognition
[ML] [Audio Classification] Recognises Voice Commands from System Microphone, using MFCC, Random forests and MLPs
Human-Activity-Recognition-0.97-Kaggle
Human Activity Recognition UCI Dataset, final score 0.97196
Numerical_Analysis
Numerical Techniques (Matrix Decomposition, Matrix Equation Solvers, Inversion, Iterative Root Finding), All Implemented from scratch in Python
Classical_Time_Series_Forecasting
Some Good Results using Statistical Models for Time Series, No Deep Learning was used.
MA2142-RegressionAnalysis-FIFA2019-OverallRating
Project for MA2142 Regression Analysis : Predicting Overall Rating for FIFA2019 Dataset using only Linear Regression based techniques. RMSE = 0.11
SVM_Optimization_cvxpy
Derivation of SVM Optimization Problem, Linearly Separable/Inseparable Cases, Wolfe Duals, Regularized SVM, and Implementation from scratch in cvxpy
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
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)
norm_conc_high_dim
Work done with Prof. Balasubramaniam Jayaram on High Dimensional Data Analysis
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