Simple and flexible classical ML module that can be used for recording baseline ML performance.
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Updated
Feb 21, 2024 - Python
Simple and flexible classical ML module that can be used for recording baseline ML performance.
This Repository contains all the files related to regression algorithms. In every file EDA and Implementation of particular regression model is done. it also contain some solved assignments of each algorithm. All files are in ipynb format.
PreTHOD: Prediction of THerapy Outcome in Depression, a research project for the development of clinical prediction models to predict therapy outcome of depression.
Study about salaries in data scientists roles applying the following techniques: QDA, LDA, Naive-Bayes approach, Random Forests, KNN, SVM, (Logistic, Lasso and Ridge) Regression and Elastic Nets. Also, study of the database considering linear, simple and multivariate models.
Convex linear models, Linear Regression, Logistic Regression, and Support Vector Machines, to test convexity and performance by using non-linear endogenous features in time series data.
Baruch College STA9890 Spring 2020 Final Project.
Regression Models - Decision Trees (GBM) and Linear Regression (ElasticNet)
LASSO, elastic net, Adaptive LASSO, SCAD methods for determining top predictors for each method
Ejercicio de regresiones por distintos métodos (Mejor Selección de Conjuntos, Selección de pasos hacia adelante, Ridge, LASSO, Elastic Net, Componentes Principales, Mínimos Cuadrados Parciales, etc.)
A .NET console app to automate processes with Elasticsearch Index
Predicting Time of Arrival for Food Delivery Service
Repo for machine learning classes
A Python package which implements the Elastic Net using the (accelerated) proximal gradient method.
Predicting house price
Machine Learning Regression model For Bike Sharing Demand Prediction
Exploratory data analysis and supervised learning analysis on the Ames Housing Prices dataset.
Coding ML models, Sampling Methods, Feature Selection algorithms from scratch
Leverage machine learning techiques to predict Capital Bikesahre demand
SQL Build Manager is an all-in-one database management tool to easily update your fleet SQL Server databases - from one to tens of thousands.
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