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statistical-learning

Here are 622 public repositories matching this topic...

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 12, 2024
Jupyter Notebook

aml4td / website

Website sources for Applied Machine Learning for Tabular Data

machine-learning statistical-learning predictive-modeling regression-models quarto classification-models quartopub

Updated Jun 11, 2024
TeX

aGrUM

agrumery / aGrUM

This repository is a mirror. If you want to raise an issue or contact us, we encourage you to do it on Gitlab (https://gitlab.com/agrumery/aGrUM).

python machine-learning-algorithms statistical-learning python3 bayesian-network artificial-intelligence parallel-algorithm causality probabilistic-graphical-models causal-inference causal-models cpp20 probabilistic-inference explainable-ai xai probabilistic-classifiers structural-learning markov-network influence-diagram credal-network

Updated Jun 11, 2024
Jupyter Notebook

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 11, 2024

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 11, 2024
Shell

DROP

lakshmiDRIP / DROP

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

Updated Jun 10, 2024
HTML

mrinversion

deepanshs / mrinversion

Linear inversion of two-dimensional isotropic-anisotropic NMR correlation spectrum.

inversion statistical-learning nmr pass maf mat nmr-anisotropic tensor-parameters

Updated Jun 9, 2024
Python

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 9, 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 7, 2024
Julia

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

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

YapWH / EZAutoMate

EZAutoMate: Your AI-powered Car Sales Advisor

statistical-learning resnet xlstm

Updated Jun 11, 2024
Jupyter Notebook

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

phenrickson / bgg_collections

models and analyses for bgg user collections

statistical-learning boardgames targets quarto tidymodels renv

Updated Jun 10, 2024
R

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