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Mathematics-for-Machine-Learning

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This repository contains the code for all the programming tasks of the Mathematics for Machine Learning courses taught at Coursera by Imperial College London

SVM-classification-localization

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HoG, PCA, PSO, Hard Negative Mining, Sliding Window, Edge Boxes, NMS

HRTF-Individualization

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Head-related Transfer Function Customization Process through Slider using PCA and SH in Matlab

ml-course

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Starter code of Prof. Andrew Ng's machine learning MOOC in R statistical language

data-science-learning

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📊 All of courses, assignments, exercises, mini-projects and books that I've done so far in the process of learning by myself Machine Learning and Data Science.

ailearning

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AiLearning:数据分析+机器学习实战+线性代数+PyTorch+NLTK+TF2

h2o-3

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H2O is an Open Source, Distributed, Fast & Scalable Machine Learning Platform: Deep Learning, Gradient Boosting (GBM) & XGBoost, Random Forest, Generalized Linear Modeling (GLM with Elastic Net), K-Me...

vizuka

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Explore high-dimensional datasets and how your algo handles specific regions.

ares

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A Python library for adversarial machine learning focusing on benchmarking adversarial robustness.