Course Repository for COL341 Machine Learning, 6th Semester IIT Delhi, 2022-23
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Jan 3, 2024 - Jupyter Notebook
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vc-dimension
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Testing VC dimension & Rademacher complexity generalization error bounds for a simple perceptron and a rectangular classifier.
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Jun 6, 2025 - Python
Trabalhos e notas de aula da disciplina MAC0460 - Introdução ao Aprendizado de Máquina, no primeiro semestre de 2021, no IME-USP.
machine-learning linear-regression model-selection logistic-regression perceptron bias-variance vc-dimension
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Aug 13, 2021 - Jupyter Notebook
Machine Learning and Analysis of Big Data course, Computer Science M.Sc., Ben Gurion University of the Negev, 2020
computer-science machine-learning big-data linear-programming neural-networks regularization gradient-descent bayesian-inference kernel-methods support-vector-machines clustering-algorithm quadratic-programming convex-optimization principle-component-analysis nearest-neighbours-classifier probability-statistics k-means-clustering mixture-models pac-learning vc-dimension
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Feb 11, 2023 - MATLAB
Codes and Presentations for the PGMs Course
bayesian-network probability-distribution gaussian-mixture-models bounds probabilistic-graphical-models vc-dimension
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Jul 31, 2020 - Jupyter Notebook
2nd Assignment in machine learning course, Implementing and using Perceptron and Adaboost algorithms.
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Jan 16, 2025 - Python
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