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statistical-learning

Here are 621 public repositories matching this topic...

iutzeler / skwdro

Distributionally robust machine learning with Pytorch and Scikit-learn wrappers

machine-learning statistical-learning distributionally-robust-optimization

Updated Jun 7, 2024
Python

tekrei / pyML

Machine Learning with Python

python machine-learning algorithm statistical-learning jupyter-notebooks

Updated Jun 7, 2024
Jupyter Notebook

mikenguyen13 / data_analysis

Streamline a data analysis process

data-science machine-learning r statistics guide statistical-learning statistical-methods data-visualization datascience statistical-analysis statistical-inference machinelearning causality causal-inference guidebook statistics-course causal-models causal-analysis

Updated Jun 6, 2024
HTML

decisionintelligence / TFB

TFB: Towards Comprehensive and Fair Benchmarking of Time Series Forecasting Methods (PVLDB 2024) https://arxiv.org/pdf/2403.20150.pdf

benchmarking deep-learning time-series statistical-learning time-series-forecasting mechine-learning

Updated Jun 6, 2024
Shell

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.

machine-learning r parallel-computing superlearner statistical-learning ranger glmnet glm svm-classifier prediction-model classification-algorithm nnet random-forest-classifier accuracy-metrics xgboost-classifier k-fold-cross-validation shap-values polymars bayesglm

Updated Jun 6, 2024
R

JuliaEarth / GeoStats.jl

An extensible framework for geospatial data science and geostatistical modeling fully written in Julia

statistics geo geospatial gis statistical-learning datascience geostatistics spatial-statistics

Updated Jun 6, 2024
Julia

Jstacs / Jstacs

markov-model statistical-learning bayesian-network generative-model classification hidden-markov-model mixture-model statistical-models gradient-descent-algorithm biological-sequences biological-sequence-statistics discriminative-learning machine-lerning

Updated Jun 5, 2024
Java

owainlewis / awesome-artificial-intelligence

A curated list of Artificial Intelligence (AI) courses, books, video lectures and papers.

machine-learning reinforcement-learning ai deep-learning neural-network statistical-learning artificial-intelligence unsupervised-learning intelligent-systems machine-intelligence intelligent-machines

Updated Jun 5, 2024

YapWH / EZAutoMate

EZAutoMate: Your AI-powered Car Sales Advisor

statistical-learning resnet xlstm

Updated Jun 4, 2024
Jupyter Notebook

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)

data-science data machine-learning statistics statistical-learning statistical-methods data-visualization biostatistics statistical-analysis statistical-inference data-analysis statistics-course

Updated Jun 4, 2024
Jupyter Notebook

DROP

lakshmiDRIP / DROP

Fixed Income Analytics, Portfolio Construction Analytics, Transaction Cost Analytics, Counter Party Analytics, Asset Backed Analytics

Updated Jun 4, 2024
HTML

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"

statistics japanese matlab probability statistical-learning probability-statistics matlab-live-script

Updated Jun 4, 2024

Techtonique / nnetsauce

Statistical/Machine Learning using Randomized and Quasi-Randomized (neural) networks (currently Python & R)

machine-learning deep-learning statistical-learning neural-networks quasi-randomized

Updated Jun 3, 2024
Jupyter Notebook

Techtonique / nnetsauce_r

Randomized and quasi-randomized nnetworks for supervised learning and multivariate time series forecasting

machine-learning deep-learning statistical-learning neural-networks randomized-algorithms

Updated Jun 2, 2024
R

YangWu1227 / python-for-machine-learning

Machine Learning & Statistical Learning

data-science machine-learning deep-learning statistical-learning

Updated Jun 1, 2024
Python

DrWaleedAYousef / Teaching

Teaching Materials for Dr. Waleed A. Yousef

computer-science data-science machine-learning statistics programming optimization linear-algebra probability mathematics statistical-learning image-processing data-visualization data-structures discrete-mathematics pattern-recognition statistical-models digital-design logic-design analysis-of-algorithms

Updated May 31, 2024
Mathematica

gustavecortal / statistical-learning-with-R

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

machine-learning tutorial r linear-regression slides statistical-learning regression pca logistic-regression decision-trees principal-component-analysis regression-trees arbre-binaire

Updated May 30, 2024
HTML

camilobetanieto / StatisticalLearning

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

r naive-bayes statistical-learning logistic-regression knn quadratic-discriminant-analysis linear-discriminant-analysis

Updated May 30, 2024

dassein / cycloid_em_mlr

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

geometry linear-regression statistical-learning expectation-maximization mixture-model cycloid

Updated May 29, 2024
Python

equitable-equations / youtube

Materials to support learning with my YouTube channel, https://www.youtube.com/c/EquitableEquations.

statistical-learning rstats

Updated May 26, 2024
HTML

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