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Topic: "linear-model"

sberbank-ai-lab/LightAutoML 📦

LAMA - automatic model creation framework

Language: Python - Size: 23.4 MB - Last synced at: 14 days ago - Pushed at: about 3 years ago - Stars: 925 - Forks: 96

SUDA-LA/CIP

Basic exercises of chinese information processing

Size: 11.2 MB - Last synced at: about 1 year ago - Pushed at: over 3 years ago - Stars: 33 - Forks: 17

thundergolfer/Insults

Detect whether a social media comment is insulting or derogatory

Language: Python - Size: 14.4 MB - Last synced at: 5 days ago - Pushed at: over 2 years ago - Stars: 23 - Forks: 5

riscy/machine_learning_linear_models

A demo showcasing linear regression, reduced-rank regression and a linear system identification algorithm for modelling time series -- and when to apply them.

Language: Python - Size: 35.2 KB - Last synced at: about 1 month ago - Pushed at: almost 2 years ago - Stars: 17 - Forks: 2

afarahi/kllr

Kernel Localized Linear Regression (KLLR)

Language: Python - Size: 27.9 MB - Last synced at: 17 days ago - Pushed at: over 1 year ago - Stars: 11 - Forks: 4

JuliaAI/MLJGLMInterface.jl

MLJ.jl interface for GLM.jl models

Language: Julia - Size: 104 KB - Last synced at: 20 days ago - Pushed at: about 1 year ago - Stars: 10 - Forks: 4

gnu-octave/statistics-resampling Fork of acp29/iboot

A statistics package with a variety of bootstrap and other resampling tools

Language: MATLAB - Size: 17.4 MB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 8 - Forks: 1

rpsystats/practical-ext-of-intro-stats-in-psy-using-R

Practical Extension of Introductory Statistics in Psychology using R

Language: TeX - Size: 11.1 MB - Last synced at: about 1 year ago - Pushed at: over 3 years ago - Stars: 5 - Forks: 6

pkiage/tool-credit-risk-modelling

Tool demonstrating building credit risk models

Language: Python - Size: 487 KB - Last synced at: about 1 year ago - Pushed at: about 2 years ago - Stars: 4 - Forks: 3

acpennlab/statistics-resampling Fork of gnu-octave/statistics-resampling

A statistics package with a variety of bootstrap and other resampling tools. This repository is synced to the same-named repository owned by GNU-Octave. It exists to facilitate publication of the developmental version of the statistics-resampling toolbox at MathWorks FileExchange.

Language: MATLAB - Size: 18.2 MB - Last synced at: about 1 month ago - Pushed at: 3 months ago - Stars: 2 - Forks: 0

Zhang-Xuewen/ModLinear

A wrapped package to linearize the nonlinear continuous/discrete model. Including **numerical** and **symbolic** calculations.

Language: Python - Size: 125 KB - Last synced at: 2 days ago - Pushed at: 7 months ago - Stars: 2 - Forks: 0

neural-tangjie/NTJ-AIMed_2_Prognosis

:octocat: This repository contains the notes, codes, assignments, quizzes and other additional materials about the course "AI for Medical Prognosis" from DeepLearning.AI Coursera.

Language: Jupyter Notebook - Size: 1.02 MB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 0

antonio-f/TensorFlow2_digits_classification-Linear_Classifier-MLP

TensorFlow2 digits classification - Linear Classifier and MLP

Language: Jupyter Notebook - Size: 897 KB - Last synced at: 9 days ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 2

UmarRajpoot/Identify-Spam-Email-ML-Model

This Model is used to Predict Emails data. Either emails are Spam or Normal (Ham) Mail.

Language: Jupyter Notebook - Size: 1010 KB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 0

vaitybharati/Assignment-06-Logistic-Regression

Assignment-06-Logistic-Regression. Output variable -> y y -> Whether the client has subscribed a term deposit or not Binomial ("yes" or "no") Attribute information For bank dataset Input variables: # bank client data: 1 - age (numeric) 2 - job : type of job (categorical: "admin.","unknown","unemployed","management","housemaid","entrepreneur","student", "blue-collar","self-employed","retired","technician","services") 3 - marital : marital status (categorical: "married","divorced","single"; note: "divorced" means divorced or widowed) 4 - education (categorical: "unknown","secondary","primary","tertiary") 5 - default: has credit in default? (binary: "yes","no") 6 - balance: average yearly balance, in euros (numeric) 7 - housing: has housing loan? (binary: "yes","no") 8 - loan: has personal loan? (binary: "yes","no") # related with the last contact of the current campaign: 9 - contact: contact communication type (categorical: "unknown","telephone","cellular") 10 - day: last contact day of the month (numeric) 11 - month: last contact month of year (categorical: "jan", "feb", "mar", ..., "nov", "dec") 12 - duration: last contact duration, in seconds (numeric) # other attributes: 13 - campaign: number of contacts performed during this campaign and for this client (numeric, includes last contact) 14 - pdays: number of days that passed by after the client was last contacted from a previous campaign (numeric, -1 means client was not previously contacted) 15 - previous: number of contacts performed before this campaign and for this client (numeric) 16 - poutcome: outcome of the previous marketing campaign (categorical: "unknown","other","failure","success") Output variable (desired target): 17 - y - has the client subscribed a term deposit? (binary: "yes","no") 8. Missing Attribute Values: None

Language: Jupyter Notebook - Size: 58.6 KB - Last synced at: over 1 year ago - Pushed at: almost 4 years ago - Stars: 2 - Forks: 5

Marvel0usx/Facial-Recognition

Using the logistic regression model to solve some real-world problems, we can explorer different possibilities and outcomes from it.

Language: Jupyter Notebook - Size: 1.05 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 2 - Forks: 1

Diego-HernSua/Linear_Discrete_Models_Energy_Production_Optimization

Optimize linear models energy production across 25 regions in a country, balancing renewable and non-renewable sources, seasonal demand fluctuations, and government constraints for cost-effective and environmentally friendly solutions. Using Python Pyomo

Language: Jupyter Notebook - Size: 824 KB - Last synced at: about 2 months ago - Pushed at: 8 months ago - Stars: 1 - Forks: 0

Franco-Cimmino/Open-Source-Kinematic-Analysis-Toolkit

A free and open-source toolkit has been developed using an anthropomorphic arm model, allowing any data set containing joint angles over time to be implemented to visualise motion for kinematic analysis.

Size: 28 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 1 - Forks: 0

zeeshanmulla/Admission-Prediction-model

find the chance of admission of a candidate based on his/her GRE Score (out of 340), TOEFL Score (out of 120), rating of the University (out of 5) in which he/she is trying to get admission, Strength of the SOP (out of 5), strength of the Letter Of Recommendation (out of 5), CGPA (out of 10) and the research experience (0 or 1) deployed on GCP

Language: Jupyter Notebook - Size: 120 KB - Last synced at: about 1 year ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0

vaitybharati/Forecasting_Model_based_methods

Splitting data into Linear Model, Exponential, Qaudratic, Additive seasonality , Additive Seasonality Quadratic , Multiplicative Seasonality, Multiplicative Additive Seasonality. Prediction for new time period

Language: Jupyter Notebook - Size: 3.91 KB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 1 - Forks: 0

openturns/otlm

[deprecated] Linear model module mingw

Language: C++ - Size: 1.43 MB - Last synced at: about 1 year ago - Pushed at: over 6 years ago - Stars: 1 - Forks: 2

VibhuJawa/vaccine_prediction

This repo explores tweets and government data related to flu vaccination

Language: Jupyter Notebook - Size: 7.68 MB - Last synced at: about 2 months ago - Pushed at: over 6 years ago - Stars: 1 - Forks: 0

nishanttomar21/Sentimental-Analysis

Feedback sentiment analysis (Positive, Neutral, Negative). Applied NLP to automatically identify and extract sentiment. Used Sequential and RNN model for analysis.

Language: Python - Size: 470 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

Neemias-tech/R-studies

This is a R repository of studies that I made on some data sets. There are linear models, predicition models (boosting - bagging - RandomFlorest), clustering and dendograms.

Language: HTML - Size: 1.59 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

ohmthanap/CS559_Machine-Learning-Fundamentals-Applications

Learned the fundamentals and applications in ML: Intro to Prob. & Linear algebra, Decision Theory, MLE & BE, Linear Model, Linear Discriminant function, Perceptron, FLD, PCA, Non-parametric Learning, Clustering, EM, GMM, EM and Latent Variable Model, Probabilistic Graphical Model, Bayesian Network, Neural Network, SVM, Decision Tree and Boosting

Language: Jupyter Notebook - Size: 62.3 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

Aurelio-Naufal/Project-Linear-Model-Used-Car-Price-Prediction-Model

Predicting Used Car Price with Linear Model

Language: Jupyter Notebook - Size: 11.3 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

melisnv/data-analysis-in-R-programming

R programming and its application to data analysis and statistical methods

Language: R - Size: 1.3 MB - Last synced at: about 2 years ago - Pushed at: about 3 years ago - Stars: 0 - Forks: 0

Zauverer/machine_learning_linear_regression

Language: Jupyter Notebook - Size: 19.5 KB - Last synced at: about 2 years ago - Pushed at: almost 4 years ago - Stars: 0 - Forks: 0

r-wisniewski/xG-LinearModel

AHL expected goals linear model in tensorflow

Language: Jupyter Notebook - Size: 2.25 MB - Last synced at: about 1 year ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0

Raul-rx7/Linear_Regression---Happiness_and_Alcohol_Consumption

Estudo de Regressão Linear efetivado a partir do Dataset disponível em <https://www.kaggle.com/marcospessotto/happiness-and-alcohol-consumption>

Language: Jupyter Notebook - Size: 190 KB - Last synced at: about 1 year ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0

dariga-sm/Disney-Movies-and-Box-Office-Success

Analyze data to see how Disney movies have changed in popularity since its first movie release. Also perform hypothesis testing to see what aspects of a movie contribute to its success.

Language: Jupyter Notebook - Size: 56.6 KB - Last synced at: about 1 year ago - Pushed at: over 5 years ago - Stars: 0 - Forks: 0

nazaninsbr/Neural-Network-Python

a neural network that classifies handwritten digits

Language: Python - Size: 36.3 MB - Last synced at: about 2 years ago - Pushed at: over 6 years ago - Stars: 0 - Forks: 0

iamcrj/Linear_Regression_In_Python

Simple Linear Regression in Python using Scatter Plot. Update it with your dataset. This code will work for any dependency of form H:X->Y . I have attached a pdf document of my own notes for this model. Feel free to download. Note : The pdf is for help purpose. Any type of reuse or restructuring is subject to copyright.

Language: Python - Size: 480 KB - Last synced at: over 1 year ago - Pushed at: about 7 years ago - Stars: 0 - Forks: 0

dolremi/Housing_Price

Housing Prediction Kaggle competition https://www.kaggle.com/c/house-prices-advanced-regression-techniques

Language: Jupyter Notebook - Size: 47.6 MB - Last synced at: 5 months ago - Pushed at: almost 8 years ago - Stars: 0 - Forks: 1

Related Topics
python 9 machine-learning 8 numpy 6 pandas 6 linear-regression 5 statistics 4 data-science 4 regression 4 sklearn 4 seaborn 3 logistic-regression 3 neural-network 3 confidence-intervals 2 double-bootstrap 2 multiple-comparisons 2 permutation-test 2 posthoc-tests 2 prediction-error 2 randomization-test 2 toolbox 2 kaggle 2 social-media 2 cluster-bootstrap 2 bootstrap 2 bootknife 2 matplotlib 2 block-bootstrap 2 anova-test 2 model-selection 2 decision-tree 2 automl 2 automated-machine-learning 2 probability 2 roc-curve 2 prediction-model 2 clustering 2 boosting 2 discrete-model 2 python3 2 machinelearning 2 nonlinear-model 1 naive-bayes 1 nltk 1 pickle 1 sckiit-learn 1 svm 1 interface 1 julia-language 1 mlj 1 modeling 1 classification-report 1 credit-risk 1 model-linearization 1 credit-scoring 1 loan-default-prediction 1 loans 1 nlp 1 optimization 1 linear-optimization 1 decision-theory 1 gmm 1 latent-variable-models 1 linear-algebra 1 linear-discriminant-function 1 linear-models 1 maximum-likelihood-estimation 1 non-parametric-learning 1 pca 1 perceptron 1 probabilistic-graphical-models 1 support-vector-machine 1 bagging 1 dendogram 1 exploratory-data-analysis 1 linear-modeling 1 random-forest 1 multiclass 1 lama 1 gradient-boosting 1 feature-engineering 1 ensembling 1 classification 1 blackbox 1 tutorial 1 tensorflow2 1 natural-language-processing 1 deep-learning 1 digit-classification 1 linear-classifier 1 logistic-classifier 1 mlp 1 neural-networks 1 mnist 1 multilayer-perceptron-network 1 model-building 1 reproducible-experiments 1 continuous-to-discrete-model 1 streamlit 1 visualization 1 xgboost 1