Topic: statistical-learning Goto Github

👇 Here are 602 public repositories matching this topic...

a-martyn / isl-python
statistical-learning,Solutions to labs and excercises from An Introduction to Statistical Learning, as Jupyter Notebooks.
User: a-martyn
Home Page: https://www.alanmartyn.com
bagging boosting-algorithms bootstrap islr lda linear-regression logistic-regression machine-learning pca random-forest statistical-learning supervised-learning

alessandrocorradini / stanford-university-statistical-learning
statistical-learning,Repo for Statistical Learning course offered by Stanford University
User: alessandrocorradini
statistical-learning stanford stanford-university stanford-online mooc moocs r machine-learning

aml4td / website
statistical-learning,Website sources for Applied Machine Learning for Tabular Data
Organization: aml4td
Home Page: https://aml4td.org/
classification-models machine-learning predictive-modeling quarto quartopub regression-models statistical-learning

bayeswitnesses / m2cgen
statistical-learning,Transform ML models into a native code (Java, C, Python, Go, JavaScript, Visual Basic, C#, R, PowerShell, PHP, Dart, Haskell, Ruby, F#, Rust) with zero dependencies
Organization: bayeswitnesses
c csharp dartlang go haskell java javascript lightgbm lightning machine-learning php python r ruby rust scikit-learn statistical-learning statsmodels xgboost

benedekrozemberczki / awesome-decision-tree-papers
statistical-learning,A collection of research papers on decision, classification and regression trees with implementations.
User: benedekrozemberczki
decision-tree decision-tree-classifier gradient-boosting gradient-boosting-machine regression-tree cart machine-learning machine-learning-research random-forest xgboost

ck37 / superlearner-guide
statistical-learning, SuperLearner guide: fitting models, ensembling, prediction, hyperparameters, parallelization, timing, feature selection, etc.
User: ck37
superlearner cross-validation statistical-learning ensembles tmle targeted-learning

danhalligan / islrv2-solutions
statistical-learning,Solutions to Introduction to Statistical Learning second edition in bookdown
User: danhalligan
bookdown islr r statistical-learning introduction-to-statistical-learning islr-applied-exercises islr-book statistical-leaning intro-to-statistical-learning

daviddalpiaz / r4sl
statistical-learning,:chart_with_upwards_trend: Machine Learning from the perspective of a Statistician using R
User: daviddalpiaz
Home Page: https://daviddalpiaz.github.io/r4sl/
r machine-learning statistical-learning rmarkdown

decisionintelligence / tfb
statistical-learning,TFB: Towards Comprehensive and Fair Benchmarking of Time Series Forecasting Methods (PVLDB 2024) https://arxiv.org/pdf/2403.20150.pdf
Organization: decisionintelligence
benchmarking time-series time-series-forecasting deep-learning mechine-learning statistical-learning

dgkim5360 / the-elements-of-statistical-learning-notebooks
statistical-learning,Jupyter notebooks for summarizing and reproducing the textbook "The Elements of Statistical Learning" 2/E by Hastie, Tibshirani, and Friedman
User: dgkim5360
python3 machine-learning textbook jupyter-notebooks statistical-learning scipy matplotlib pytorch neural-network

dlab-berkeley / machinelearningwg
statistical-learning,D-Lab's Machine Learning Working Group at UC Berkeley, with supervised & unsupervised learning tutorials in R and Python
Organization: dlab-berkeley
Home Page: http://dlab.berkeley.edu/working-groups/machine-learning-working-group-0
machine-learning statistical-learning ucberkeley

dobriban / stat-ml-edu
statistical-learning,Resources for education in statistics and machine learning: from advanced undergraduate to research level
User: dobriban
education machine-learning reading-list statistical-learning statistics

drwaleedayousef / teaching
statistical-learning,Teaching Materials for Dr. Waleed A. Yousef
User: drwaleedayousef
Home Page: http://www.wy.helwan.edu.eg
computer-science mathematics data-science data-structures data-visualization digital-design logic-design image-processing linear-algebra optimization

empathy87 / the-elements-of-statistical-learning-python-notebooks
statistical-learning,A series of Python Jupyter notebooks that help you better understand "The Elements of Statistical Learning" book
User: empathy87
machine-learning data-science python statistical-learning tutorials sklearn tensorflow data-analysis

equitable-equations / youtube
statistical-learning,Materials to support learning with my YouTube channel, https://www.youtube.com/c/EquitableEquations.
User: equitable-equations
rstats statistical-learning

gyuho / dplearn
statistical-learning,Learn Deep Learning The Hard Way
User: gyuho
Home Page: http://dplearn.com
deep-learning statistical-learning

hao-lh / the-books-making-you-better
statistical-learning,A list of time-lasting classic books, which not only help you figure out how it works, but also grasp when it works and why it works in that way.
User: hao-lh
deep-learning machine-learning statistical-learning computer-vision linear-algebra bayesian-inference probabilistic-graphical-models computer-architecture reinforcement-learning high-performance-computing

hardikkamboj / an-introduction-to-statistical-learning
statistical-learning,This repository contains the exercises and its solution contained in the book "An Introduction to Statistical Learning" in python.
User: hardikkamboj
datascience machine-learning statistical-learning python

hiroyuki-kasai / gdlibrary
statistical-learning,Matlab library for gradient descent algorithms: Version 1.0.1
User: hiroyuki-kasai
optimization optimization-algorithms machine-learning machine-learning-algorithms big-data gradient-descent gradient logistic-regression newton linear-regression

hulalazz / a-_guide_-to_data_sciecne_from_mathematics
statistical-learning,It is a blueprint to data science from the mathematics to algorithms. It is not completed.
User: hulalazz
data-science deep-learning machine-learning recommender-systems numerical-optimization fixed-point-iteration learning2rank admm gcn statistical-learning

hyunblee / islr-with-python
statistical-learning,Introduction to Statistical Learning with R을 Python으로
User: hyunblee
Home Page: https://github.com/hyunblee/ISLR-with-Python
predictive-analysis islr machine-learning statistical-learning scikit-learn

jiashuwu / books
statistical-learning,My book list
User: jiashuwu
reading-list reading book algorithms data-structures android computer-networking computer-vision data-mining data-science

joshday / sparseregression.jl
statistical-learning,Statistical Models with Regularization in Pure Julia
User: joshday
statistical-models regularization julia statistical-learning linear-models sparse-regression

juliaearth / geostats.jl
statistical-learning,An extensible framework for geospatial data science and geostatistical modeling fully written in Julia
Organization: juliaearth
Home Page: https://juliaearth.github.io/GeoStatsDocs/stable/
geostatistics spatial-statistics geospatial geo statistics datascience gis statistical-learning

jwarmenhoven / islr-python
statistical-learning,An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013): Python code
User: jwarmenhoven
machine-learning predictive-modeling islr statistical-learning islr-python

khanhnamle1994 / statistical-learning
statistical-learning,Lecture Slides and R Sessions for Trevor Hastie and Rob Tibshinari's "Statistical Learning" Stanford course
User: khanhnamle1994
Home Page: https://statlearning.class.stanford.edu
r statistical-learning data-science data-mining regression

lakshmidrip / drop
statistical-learning,Fixed Income Analytics, Portfolio Construction Analytics, Transaction Cost Analytics, Counter Party Analytics, Asset Backed Analytics
User: lakshmidrip
Home Page: https://lakshmidrip.github.io/DROP/
asset-allocation asset-backed bond corporates counterparty-risk credit-risk cva-dva-fva-kva-xva emerging-market fixed-income fx inflation-linked interest-rates java loans market-risk municipals portfolio-optimization statistical-learning transaction-cost-analytics treasury

leandromineti / ml-knowledge-graph
statistical-learning,Organizing concepts related to machine learning and artificial intelligence
User: leandromineti
Home Page: https://leandromineti.github.io/ml-knowledge-graph/
machine-learning deep-learning artificial-intelligence statistical-learning knowledge-graph linear-algebra calculus data-science

luisdamiano / bayeshmm
statistical-learning,Full Bayesian Inference for Hidden Markov Models
User: luisdamiano
hidden-markov-models hmm bayesian-inference statistics mcmc machine-learning time-series statistical-learning priors bayesian

machinelearnjs / machinelearnjs
statistical-learning,Machine Learning library for the web and Node.
Organization: machinelearnjs
Home Page: https://www.machinelearnjs.com/
machine-learning easy-to-use minimalistic web node statistical-learning random-forest svm feature-extraction data-preprocessing

madrury / py-glm
statistical-learning,Generalized Linear Models in Sklearn Style
User: madrury
python statistical-learning machine-learning parametric regularization regression

maitbayev / the-elements-of-statistical-learning
statistical-learning,My notes and codes (jupyter notebooks) for the "The Elements of Statistical Learning" by Trevor Hastie, Robert Tibshirani and Jerome Friedman
User: maitbayev
machine-learning statistics python python3 jupyter-notebook statistical-learning textbook

mikenguyen13 / data_analysis
statistical-learning,Streamline a data analysis process
User: mikenguyen13
Home Page: https://bookdown.org/mike/data_analysis/
causal-analysis causal-inference causal-models causality data-science data-visualization datascience guide guidebook machine-learning

mmarouen / the-elements-of-statistical-learning
statistical-learning,This repository contains R code for exercices and plots in the famous book.
User: mmarouen
statistical-learning exercice linear-models classification linear-regression

mrcieu / awesome-ai
statistical-learning,Awesome list for all things AI, ML and deep learning
Organization: mrcieu
awesome-list machine-learning artificial-intelligence deep-learning statistical-learning natural-language-processing network-analysis bioinformatics

onmee / islr-answers
statistical-learning,Solutions to exercises from Introduction to Statistical Learning (ISLR 1st Edition)
User: onmee
islr statistical-learning exercises

owainlewis / awesome-artificial-intelligence
statistical-learning,A curated list of Artificial Intelligence (AI) courses, books, video lectures and papers.
User: owainlewis
ai artificial-intelligence deep-learning intelligent-machines intelligent-systems machine-intelligence machine-learning neural-network reinforcement-learning statistical-learning unsupervised-learning

paternogbc / livro_aer
statistical-learning,Este livro oferece uma introdução compreensiva aos métodos estatísticos mais utilizados em Ecologia.
User: paternogbc
Home Page: https://analises-ecologicas.com
ecology statistical-analysis statistical-learning statistical-methods

qx0731 / sharing_isl_python
statistical-learning,An Introduction to Statistical Learning with Applications in PYTHON
User: qx0731
machine-learning python r statistical-learning introduction-to-programming introduction-to-python introduction-to-statistical-learning

ratulghosh / awesome-machine-learning
statistical-learning,:book: List of some awesome university courses for Machine Learning! Feel free to contribute!
User: ratulghosh
computer-vision deep-learning machine-learning natural-language-processing statistical-learning

relph1119 / statistical-learning-method-camp
statistical-learning,统计学习方法训练营课程作业及答案，视频笔记在线阅读地址：https://relph1119.github.io/statistical-learning-method-camp
User: relph1119
statistical-learning

shengliu66 / elr
statistical-learning,Official Implementation of Early-Learning Regularization Prevents Memorization of Noisy Labels
User: shengliu66
noisy-labels robust-learning deep-learning statistical-learning

smartcorelib / smartcore
statistical-learning,A comprehensive library for machine learning and numerical computing. The library provides a set of tools for linear algebra, numerical computing, optimization, and enables a generic, powerful yet still efficient approach to machine learning.
Organization: smartcorelib
Home Page: https://smartcorelib.org/
machine-learning machine-learning-algorithms statistical-learning statistical-models rust rust-lang clustering classification regression model-selection

szcf-weiya / esl-cn
statistical-learning,The Elements of Statistical Learning (ESL)的中文翻译、代码实现及其习题解答。
User: szcf-weiya
Home Page: https://esl.hohoweiya.xyz
esl statistical-learning esl-cn r julia python cpp

tirthajyoti / papers-literature-ml-dl-rl-ai
statistical-learning,Highly cited and useful papers related to machine learning, deep learning, AI, game theory, reinforcement learning
User: tirthajyoti
deep-learning machine-learning machine-learning-algorithms artificial-intelligence neural-network paper learning-theory reinforcement-learning statistical-learning data-mining statistics pattern-recognition data-science silicon hardware game-theory literature

tndoan / islr.jl
statistical-learning,JuliaLang version of "An Introduction to Statistical Learning: With Applications in R"
User: tndoan
julia statistical-learning julialang

translationalneuromodeling / tapas
statistical-learning,TAPAS - Translational Algorithms for Psychiatry-Advancing Science
Organization: translationalneuromodeling
Home Page: https://translationalneuromodeling.github.io/tapas/
bayesian-inference behavioral computational eeg fmri hierarchical-models neurology neuroscience psychiatry psychosomatics statistical-learning

unpingco / python-for-probability-statistics-and-machine-learning
statistical-learning,Jupyter Notebooks for Springer book "Python for Probability, Statistics, and Machine Learning"
User: unpingco
jupyter-notebook python machine-learning book books probability probability-theory statistics statistics-course statistical-analysis

wzyonggege / statistical-learning-method
statistical-learning,《统计学习方法》笔记-基于Python算法实现
User: wzyonggege
python statistical-learning

ysh329 / statistical-learning-methods-note
statistical-learning,李航《统计学习方法》笔记和 Python 实现（不基于任何代数运算库）。
User: ysh329
python machine-learning notes statistical-learning