Pinned

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

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

   Jupyter Notebook 26 20

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

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

   Python 22 6

3. Numerical_Analysis Numerical_Analysis Public

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

   Jupyter Notebook 2 1

4. MA2142-RegressionAnalysis-FIFA2019-OverallRating MA2142-RegressionAnalysis-FIFA2019-OverallRating Public

   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-0.97-Kaggle Public

   Human Activity Recognition UCI Dataset, final score 0.97196

   Jupyter Notebook 2 4

6. Voice_Command_Recognition Voice_Command_Recognition Public

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

   Jupyter Notebook 3