GitHub topics: statistical-learning

Repositories

makeyourownmaker/mixupy

Python package for data augmentation inspired by Mixup: Beyond Empirical Risk Minimization

Language: Python - Size: 48.8 KB - Last synced at: 7 days ago - Pushed at: over 2 years ago - Stars: 3 - Forks: 0

maxxhvo/Modelling_Climate_Change_Via_Indicators

Statistical Modelling and Data Visualization of a Climate Change Dataset (January 1984 to December 2008 ) Sourced from Kaggle

Language: HTML - Size: 15.1 MB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 1 - Forks: 0

neurodata/value-of-ood-data

The value of out-of-distribution data (ICML 2023)

Language: Python - Size: 14.7 MB - Last synced at: 2 months ago - Pushed at: 8 months ago - Stars: 10 - Forks: 0

BeeGass/Self-Taught-Machine-Learning

I have had trouble in the past finding a place where I could learn about statistical learning algorithms, resources as to how to learn them and the code associated with it. This is my attempt at remedying that issue.

Language: Python - Size: 42.1 MB - Last synced at: 5 months ago - Pushed at: about 4 years ago - Stars: 27 - Forks: 4

yixuan/temperflow

Efficient Multimodal Sampling via Tempered Distribution Flow

Language: Python - Size: 3.11 MB - Last synced at: about 12 hours ago - Pushed at: about 2 years ago - Stars: 11 - Forks: 2

francescobaio/SMMhomeworks

This repository contains comprehensive solutions and analyses for four key homework assignments in the realm of Statistical and Machine Learning. The repository is structured to include both the original PDFs of the homework assignments and Jupyter notebooks that provide detailed code solutions.

Language: Python - Size: 43.3 MB - Last synced at: 3 months ago - Pushed at: 7 months ago - Stars: 0 - Forks: 0

RatulGhosh/awesome-machine-learning

:book: List of some awesome university courses for Machine Learning! Feel free to contribute!

Size: 21.5 KB - Last synced at: about 2 months ago - Pushed at: over 4 years ago - Stars: 137 - Forks: 46

rivas-lab/snpnet

snpnet - Efficient Lasso Solver for Large-scale genetic variant data

Language: R - Size: 7.52 MB - Last synced at: 3 months ago - Pushed at: over 1 year ago - Stars: 18 - Forks: 3

Ronlee12355/R-and-Machine-Learning

several R scripts about Machine Learning that I code

Language: R - Size: 66.4 KB - Last synced at: 22 days ago - Pushed at: about 4 years ago - Stars: 9 - Forks: 7

GVourvachakis/Gamma_distribution_aware_MDS-based_heuristic_algorithm

A Distribution Aware MDS-based Heuristic Algorithm for Large-Scale Data Dimensionality Reduction

Language: Jupyter Notebook - Size: 354 KB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 2 - Forks: 1

DragonWarrior15/statistical-learning-notes

Notes for Statistical Learning

Language: Python - Size: 7 MB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 6 - Forks: 3

shararezr/StatisticalLearning

"Life Expectancy (WHO)" Statistical Analyzing of the Life Expectancy dataset

Language: HTML - Size: 18 MB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0

madrury/py-glm

Generalized Linear Models in Sklearn Style

Language: Python - Size: 572 KB - Last synced at: 2 months ago - Pushed at: about 5 years ago - Stars: 128 - Forks: 31

Arko-Sengupta/Machine-Learning-Models

Medium Articles Code for Machine Learning Models

Language: Python - Size: 9.77 KB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 1 - Forks: 0

Clement-W/SIRthresholded

Variable selection with Sliced Inverse Regression (SIR) thresholded

Language: R - Size: 4.72 MB - Last synced at: 15 days ago - Pushed at: 9 months ago - Stars: 4 - Forks: 0

maitbayev/the-elements-of-statistical-learning

My notes and codes (jupyter notebooks) for the "The Elements of Statistical Learning" by Trevor Hastie, Robert Tibshirani and Jerome Friedman

Language: Jupyter Notebook - Size: 4.6 MB - Last synced at: 7 months ago - Pushed at: over 3 years ago - Stars: 404 - Forks: 83

stefanvezenkoski/Seminarska-Rabota-po-BS-vo-R

Семинарска работа по Бизнис Статистика

Language: R - Size: 2.31 MB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0

mnicnc404/the-gap-statistic

An implementation of the gap statistic, a method for estimating the number of clusters in a set of data.

Language: R - Size: 43.9 KB - Last synced at: 3 months ago - Pushed at: about 8 years ago - Stars: 9 - Forks: 1

exdsgift/STK-IN4300

Statistical Learning Methods in Data Science - Autumn 2024 (university of Oslo)

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coxy1989/isl

Solutions to the labs and exercises in ISL.

Language: Jupyter Notebook - Size: 40.8 MB - Last synced at: 7 months ago - Pushed at: over 6 years ago - Stars: 9 - Forks: 8

rulanugrh/titania

A repository containing statistics implemented into python

Language: Python - Size: 220 KB - Last synced at: 19 days ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0

skacem/An-Introduction-to-Statistical-Learning

Personal Notes + Exercises and Applications in Python

Language: Jupyter Notebook - Size: 7.2 MB - Last synced at: 8 days ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 0

jiedxu/WindPowerForecast 📦

Wind Power Prediction with ECMWF Data as Input using Statistical Learning

Language: PostScript - Size: 4.14 MB - Last synced at: 6 months ago - Pushed at: about 5 years ago - Stars: 9 - Forks: 1

MathWorks-Teaching-Resources/statistics-and-probability_jp

Descriptive Statistics and Probability Distributionsの日本語版リポジトリ　Japanese version of a published repository "Descriptive Statistics and Probability Distributions"

Size: 308 KB - Last synced at: 3 months ago - Pushed at: 9 months ago - Stars: 0 - Forks: 0

cpmachado/r-programming-for-statistics-and-data-science

My source code for exercises of a given udemy course on statistics

Language: R - Size: 27.3 KB - Last synced at: 21 days ago - Pushed at: 9 months ago - Stars: 0 - Forks: 0

Techtonique/bcn_python

Boosted Configuration (neural) Networks

Language: Jupyter Notebook - Size: 722 KB - Last synced at: 2 days ago - Pushed at: 9 months ago - Stars: 1 - Forks: 0

ChristianSoize/PLoM_matlab

Probabilistic Learning on Manifolds

Language: MATLAB - Size: 203 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 0 - Forks: 0

tekrei/pyML

Machine Learning with Python

Language: Jupyter Notebook - Size: 800 KB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 7 - Forks: 0

sbwiecko/intuitive_biostatistics

This repository contains a companion guide to Harvey Motulsky's Intuitive Biostatistics, 4th edition. The guide is designed to enhance understanding of the concepts explained in the book by providing practical examples and additional studies in a Jupyter-book format. (work in progress)

Language: Jupyter Notebook - Size: 30.5 MB - Last synced at: 9 months ago - Pushed at: 10 months ago - Stars: 1 - Forks: 1

Gao-Labs/gao-labs.github.io

Repo for public website for Gao Labs

Language: TypeScript - Size: 33.9 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 1 - Forks: 0

JennyLeeStat/CASwR

Computational Actuarial Science with R

Language: HTML - Size: 614 KB - Last synced at: about 2 months ago - Pushed at: over 8 years ago - Stars: 2 - Forks: 1

Robby955/HighDimensionalData

Code used to generate results from Chapter 18 of The Elements of Statistical Learning

Language: R - Size: 367 KB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 0 - Forks: 0

Gao-Labs/moveslite

R package for speedy emissions estimation using models trained on catserver data (MOVES default outputs)

Language: R - Size: 50.8 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 0 - Forks: 0

jossus657/personal-projects

Arhive of other projects not categorized into repositories.

Language: Jupyter Notebook - Size: 6.3 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 0 - Forks: 0

teobucci/slhd

Project for the Statistical Learning for Healthcare Data course of the MSc in Mathematical Engineering @ Polimi (A.Y. 2022-2023).

Language: Jupyter Notebook - Size: 13 MB - Last synced at: about 2 months ago - Pushed at: 10 months ago - Stars: 0 - Forks: 0

codingmoose-dev/StatisticalLearning-WithPythonApplications

Activities include Python basics, linear and logistic regression, cross-validation, tree-based methods, SVMs, deep learning, survival analysis, unsupervised learning, and multiple testing.

Language: Jupyter Notebook - Size: 1.48 MB - Last synced at: about 1 month ago - Pushed at: 10 months ago - Stars: 0 - Forks: 0

jaysc96/ST406

STAT406: Statistical Learning

Size: 279 MB - Last synced at: 11 months ago - Pushed at: over 7 years ago - Stars: 0 - Forks: 0

soodoku/data-science

Lecture Slides for Introduction to Data Science

Language: TeX - Size: 4.93 MB - Last synced at: 9 months ago - Pushed at: over 2 years ago - Stars: 25 - Forks: 7

lasy/lasy.github.io Fork of academicpages/academicpages.github.io

Laura Symul's personal website

Language: JavaScript - Size: 121 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 0 - Forks: 0

shaazib-tanvir/linear_regression

This program predicts GDP of India via Linear Regression

Language: Python - Size: 59.6 KB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 0 - Forks: 0

atzel-ov/Pattern-Recognition

Language: MATLAB - Size: 30.9 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 0 - Forks: 0

BodoBurger/hastie-ElemStatLearn-figures

Recreating figures from the textbook The Elements of Statistical Learning (2nd edition) by Trevor Hastie, Robert Tibshirani, and Jerome Friedman.

Size: 3.08 MB - Last synced at: 11 months ago - Pushed at: about 5 years ago - Stars: 4 - Forks: 3

yuting1214/TensorTest2D

Language: R - Size: 3.14 MB - Last synced at: 8 days ago - Pushed at: 11 months ago - Stars: 1 - Forks: 0

a-martyn/ISL-python

Solutions to labs and excercises from An Introduction to Statistical Learning, as Jupyter Notebooks.

Language: Jupyter Notebook - Size: 64.5 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 286 - Forks: 114

fabian-sp/snspp

Stochastic Proximal Point algorithm for regularized statistical learning

Language: Python - Size: 214 MB - Last synced at: 3 months ago - Pushed at: over 1 year ago - Stars: 4 - Forks: 3

SaniyaAbushakimova/A-Study-of-Sigmoid-based-Multi-class-Logistic-Regression

Investigated how multi-class logistic regression would perform if the activation function was changed from softmax to sigmoid. It included mathematical analysis and empirical evaluation, such as rewriting the model from scratch. Tech: Python (scikit-learn, pandas)

Language: Jupyter Notebook - Size: 835 KB - Last synced at: 4 months ago - Pushed at: 12 months ago - Stars: 2 - Forks: 0

izakariyya/ais

Reducing computational cost in IoT cyber security using artificial immune system algorithm

Language: Python - Size: 8.77 MB - Last synced at: 8 months ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0

JiashuWu/Books

My book list

Size: 4.36 GB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 434 - Forks: 301

landoooo/ISLP_Applied_Exercises

Personal implementation of the applied exercises of the ISLP book

Language: Jupyter Notebook - Size: 5.43 MB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 0 - Forks: 0

ocramz/decision-trees

Language: Haskell - Size: 116 KB - Last synced at: 2 months ago - Pushed at: almost 7 years ago - Stars: 5 - Forks: 2

EcruzDS/Proyecto_Final_SL

Proyecto Final Statistical Learning

Language: Jupyter Notebook - Size: 6.5 MB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 0 - Forks: 0

ariKoi/vis2rfi

Visualising 2Way Random Forest Interactions

Language: R - Size: 18.8 MB - Last synced at: about 1 year ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

fchamroukhi/MEteorits

Mixtures-of-ExperTs modEling for cOmplex and non-noRmal dIsTributionS

Language: R - Size: 28.3 MB - Last synced at: about 1 month ago - Pushed at: over 5 years ago - Stars: 3 - Forks: 2

dr-saad-la/Stats-Modeling-with-Python

Statistical Modeling with Python

Language: HTML - Size: 1.57 MB - Last synced at: 4 months ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 0

AshNumpy/Statistics-Regression-Analysis-Term-Paper

Hacettepe Üniversitesi İstatistik Bölümü regresyon analizi dersi final ödevi.

Language: R - Size: 1.51 MB - Last synced at: 4 months ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

joshday/SparseRegression.jl

Statistical Models with Regularization in Pure Julia

Language: Julia - Size: 883 KB - Last synced at: 3 months ago - Pushed at: over 3 years ago - Stars: 40 - Forks: 4

gyuho/dplearn

Learn Deep Learning The Hard Way

Language: Go - Size: 85.6 MB - Last synced at: 2 months ago - Pushed at: over 2 years ago - Stars: 64 - Forks: 14

arpanganguli5/islr-python

"Translation" of R codes in An Introduction to Statistical Learning (2nd edition) to Python.

Language: Jupyter Notebook - Size: 37.8 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

leandromineti/ml-knowledge-graph

Organizing concepts related to machine learning and artificial intelligence

Language: HTML - Size: 2.23 MB - Last synced at: 3 months ago - Pushed at: about 6 years ago - Stars: 39 - Forks: 6

Scrayil/Heart_Failure_Prediction

This project aims to predict heart failure outcomes by applying statistical learning algorithms. The goal is to improve the prediction accuracy through the SuperLearner algorithm.

Language: R - Size: 12.2 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

Srking501/mas8404_coursework

A summative coursework for MAS8404 Statistical Learning for Data Science

Language: R - Size: 731 KB - Last synced at: 3 months ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

YapWH/EZAutoMate

EZAutoMate: Your AI-powered Car Sales Advisor

Language: Jupyter Notebook - Size: 18.7 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 0

gustavecortal/statistical-learning-with-R

Slides, exercises, and exams for my course "Statistical Learning with R" (Ecole Normale Supérieure Paris-Saclay, 2023)

Language: HTML - Size: 2.7 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 0

camilobetanieto/StatisticalLearning

Analysis of student performances of the Open University Learning Analytics dataset by using logistic regression and various classifiers.

Size: 5.2 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

dassein/cycloid_em_mlr

This repository is for the ICML'24 paper: "Unveiling the Cycloid Trajectory of EM Iterations in Mixed Linear Regression"

Language: Python - Size: 2.79 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

dendisuhubdy/scythe

The Scythe Statistical Library is an open source C++ library for statistical computation, written by Daniel Pemstein (University of Mississippi and University of Illinois), Kevin M. Quinn (UC Berkeley), and Andrew D. Martin (University of Michigan).

Language: C++ - Size: 233 KB - Last synced at: about 1 year ago - Pushed at: about 9 years ago - Stars: 8 - Forks: 3

Ricardo711/Statistics

Portfolio of statistics models, inferential statistics and different topics usign R and python.

Language: Jupyter Notebook - Size: 917 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 0

Scrayil/Air-Quality-Prediction

The aim of this project is to develop a machine learning model to predict the levels of CO in the air using historical datasets containing atmospheric variables. The project makes use of variables selection, decision trees, and cross-validation techniques to ensure robustness and model accuracy.

Language: R - Size: 2.12 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

VincentGoze/ISLP-Solutions

My solutions to the practical exercises of the book "An Introduction to Statistical Learning with applications in Python"

Language: Jupyter Notebook - Size: 3 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

dobriban/stat-ml-edu

Resources for education in statistics and machine learning: from advanced undergraduate to research level

Size: 163 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 69 - Forks: 3

stoicsapien1/Statistics-Notes

This repository contains all my Statistics Notes

Size: 21.4 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 0

aminkhod/Statistacal-Learning-TA-with-R 📦

R implementation for Statistical Learning course as TA

Language: R - Size: 17.6 KB - Last synced at: about 1 year ago - Pushed at: over 5 years ago - Stars: 1 - Forks: 0

mrvnthss/QuantFoundationsAI

Lecture notes taken in the Quantitative Foundations of Artificial Intelligence class in Fall 2023, taught by Prof. Dr. Ludger Overbeck at Justus Liebig University Giessen.

Language: TeX - Size: 174 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 2 - Forks: 0

samperochkin/learning-block-exchangeability

Some code related to our paper Per,Duc,Nes. Detection (2019). The objective is to detect block-exchangeable structures in correlation matrices. For any help, please contact me or leave a comment somewhere. I will be glad to help you.

Language: R - Size: 11.5 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 0

melmasri/traveltimeCLT Fork of AdrienHdz/traveltimeCLT

Estimating route conditional travel time and its uncertainty.

Language: R - Size: 36.9 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 2 - Forks: 1

Dishant-Sharma/Data_Science_Projects

This repository comprises of the projects and assignments that i have completed during my tenure at Great Lakes for the course program PGP-AIML. This repository also includes the lab work thatwas done during the classes and even those that were given as assessments.

Language: Jupyter Notebook - Size: 15.4 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 3 - Forks: 10