Pinned

1. Paper-Implementation-Matrix-Factorization-Recommender-Systems-Netflix

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

   Jupyter Notebook 18 11

2. Paper-Implementation-Overview-Gradient-Descent-Optimization-Sebastian-Ruder

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

   Python 12 3

3. Numerical_Analysis

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

   Jupyter Notebook 2

4. MA2142-RegressionAnalysis-FIFA2019-OverallRating

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

   R 1 1

5. Human-Activity-Recognition-0.97-Kaggle

   Human Activity Recognition UCI Dataset, final score 0.97196

   Jupyter Notebook 1 3

6. Voice_Command_Recognition

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

   Jupyter Notebook 1 1