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1. Regression-Models Regression-Models Public

   Evaluating and comparing the performance of different regression models, such as Linear Regression, KNN, Decision Trees, Random Forest and Extra Trees in face of complex multidimensional dataset an…

   Jupyter Notebook

2. Movie-Recommendation Movie-Recommendation Public

   Developing a machine learning model for an User-Centric Recommendation System for movie Streaming services

   Jupyter Notebook

3. Updating_mars Updating_mars Public

   A modification of the Mars software for the MIPS architecture, corresponding to part of the operating system infrastructure to perform process management, such as creation of Syscalls, PCB, and pro…

   Java 2

4. Cache-Eviction Cache-Eviction Public

   Client/server simulation for storing data, whilst using different data storage methods and structures

   Java

5. KNN_Impl KNN_Impl Public

   Implementing KNN from scratch in Python, then using it to predict diabetes in patients using Numpy, Pandas, Matplotlib, and Scikit-learn. Testing for various k values, cross-validation scores and a…

   Python

6. XOR-Neural-Network-Solver XOR-Neural-Network-Solver Public

   Implementation of a perceptron neural network with multiple layers and backpropagation to solve the XOR problem, in the c programming language

   C