Statistical regularization
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Updated
May 9, 2018 - HTML
Statistical regularization
Tutorial on VAR models + regularization
Folder contains implementation of Multi layer feed forward networks, Autoencoders, Sparse Autoencoders and many..
Create a Deep Neural Network from Scratch using Python3.
Overview of statistical learning methods for classification
AI Learning Hub for Machine Learning, Deep Learning, Computer Vision and Statistics
Fake Job Predictions using Topic Modeling and Classification
Wine dataset statistical analysis using Hypothesis testing (F-test, T-test, ANOVA, ANCOVA). Using machine learning to predict wine quality. Using regularization with 10 fold cross validation to overcome overfitting. Created different visualizations on the dataset.
Sports Analytics in R (Regularization and DecisionTree based approaches for Regression problems)
Sports Analytics in Python
A CNN model to identify images of plant seedlings.
Final Group Project for Advanced Data Science for Public Policy @ McCourt
“ReneWind” is a company working on improving the machinery/processes involved in the production of wind energy using machine learning and has collected data of generator failure of wind turbines using sensors.
(Work in progress) Repository for some machine learning procedures used in multiple scenarios.
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