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SalomeSep's Projects

braille icon braille

A Python module that supports conversion between text, image, speech, and braille

cifar100 icon cifar100

Convolution neural networks to classify cifar 100 images

datasets icon datasets

A collection of datasets of ML problem solving

groovescribe icon groovescribe

Sheet Music Creation, Groove Experimentation, and Practice Tool for drummers.

handson-ml2 icon handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

ica icon ica

Independent component analysis -- corresponding video at https://www.youtube.com/watch?v=sl7LN4EEBg8

kpca-denoising-python icon kpca-denoising-python

Reproduction of the experiments presented in Kernel PCA and De-noising in Feature Spaces, as a project in DD2434 Machine Learning Advance Course during Winter 2016

machine-learning-models icon machine-learning-models

Decision Trees, Random Forest, Dynamic Time Warping, Naive Bayes, KNN, Linear Regression, Logistic Regression, Mixture Of Gaussian, Neural Network, PCA, SVD, Gaussian Naive Bayes, Fitting Data to Gaussian, K-Means

machine-learning-projects icon machine-learning-projects

Various projects in Linear Regression, Logistic Regression, k Nearest Neighbors, Decision Trees, Random Forests, SVM

ml_course icon ml_course

Material para curso de aprendizaje automático / Machine learning course material

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