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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. 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 1

3. 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

4. Genetic-Algorithm-py Genetic-Algorithm-py Public

   Genetic Algorithm made in Python for minimizing a function in a given interval

   Python

5. MNIST_Classification MNIST_Classification Public

   Python ML to recognize numbers in gray scale from the MNIST number database

   Jupyter Notebook

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