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Search results for jupyter notebook lasso
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28 search results found
H2o4gpu
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421
H2Oai GPU Edition
Feature Selection For Machine Learning
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248
Code repository for the online course Feature Selection for Machine Learning
Petrophysics Python Series
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208
A series of Jupyter notebooks showing how to load well log and petrophysical data in python.
Mlbox
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153
Machine Learning Algorithms implementations
Ds_salary_proj
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117
Repo for the data science salary prediction of the Data Science Project From Scratch video on my youtube
Cr Sparse
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70
Functional models and algorithms for sparse signal processing
Jp_doodle
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51
Tools for drawing 2d and 3d interactive visualizations using Jupyter proxy widgets
Sparsegrouplasso
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30
Machine Learning Regression
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25
Built house price prediction model using linear regression and k nearest neighbors and used machine learning techniques like ridge, lasso, and gradient descent for optimization in Python
Admm
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22
Implemented ADMM for solving convex optimization problems such as Lasso, Ridge regression
Statistics
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22
Notes of Statistics
Riskim
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17
Assets' Risk Management Using Mean-Variance Opt Based On Mult-Factors Trending Prediction
Oberwolfach_workshop
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16
Material for 'Mathematics of Deep Learning Workshop' (https://www.mfo.de/occasion/1947a)
Supervised Machine Learning
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15
This repo contains regression and classification projects. Examples: development of predictive models for comments on social media websites; building classifiers to predict outcomes in sports competitions; churn analysis; prediction of clicks on online ads; analysis of the opioids crisis and an analysis of retail store expansion strategies using Lasso and Ridge regressions.
Sparse Coding For Face Image Retrieval
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11
work in Advanced Topics in Multimedia Analysis and Indexing
Transform2020 Getting Started Python
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11
Getting started with python tutorial repo for Transform2020
Secimtools
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10
A set of metabolomics tools for use in Galaxy
Quantified Sleep
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9
Quantified Sleep: Machine learning techniques for observational n-of-1 studies.
Data Science Projects
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8
{PySpark, R, Python}: Several Data Science projects
Detection Estimation Learning
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8
Python notebooks for my graduate class on Detection, Estimation, and Learning. Intended for in-class demonstration. Notebooks illustrate a variety of concepts, from hypothesis testing to estimation to image denoising to Kalman filtering. Feel free to use or modify for your instruction or self-study.
Lasso And Extended Model
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8
Comparison of performance of Lasso and its extension model based on shared bicycle datasets
House Prices Advanced Regression Techniques
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7
Udemy Feml Challenge
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7
Facebook Network Analysis Big5 Personality
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6
Analyzed users’ Big 5 personality traits to predicting network centrality within organic Facebook friend networks using linear regression with lasso regularization and k-folds cross validation.
Theprecisionlasso
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6
implementation for Precision Lasso: accounting for correlations and linear dependencies in high-dimensional genomic data
Predicting_money_spent_at_resort
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6
It is From Analytics Vidhya Hackathons, Sponsored by Club Mahindra. It is based on Regression Problem, Where Accuracy matters the most, It is measured by RMSE Score. Different Techniques such as Stacking, Ensembling, Boosting and Scientific Operations such box-cox Operations to reduce skewness of the data.
Trendpy
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5
Bayesian trend filtering micro library. http://trendpy.readthedocs.io/en/latest/
Machine Learning Regression Models
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5
This repository contains only projects using regression analysis techniques. Examples include a comprehensive analysis of retail store expansion strategies using Lasso and Ridge regressions.
Predicting Power Output Of A Combined Cycle Power Plant.
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5
The objective of the Project is to predict ‘Full Load Electrical Power Output’ of a Base load operated combined cycle power plant using Polynomial Multiple Regression. Concepts : 1) Clustering, 2) Polynomial Regression, 3) LASSO, 4) Cross-Validation, 5) Bootstrapping
House Prices Advanced Regression Techniques
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5
The objective of the project is to perform advance regression techniques to predict the house price in Boston.
Datascientistsalarypredictor
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5
An End-to-End project for Prediction of Data Scientist's Salaries during COVID-19 (in the US)
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