36 results found Sort:

owainlewis
awesome-artificial-intelligence owainlewis
1.8k
11.1k
unknown
635
A curated list of Artificial Intelligence (AI) courses, books, video lectures and papers.
ai deep-learning neural-network machine-learning intelligent-systems intelligent-machines machine-intelligence statistical-learning unsupervised-learning reinforcement-learning artificial-intelligence
Created 2015-01-27
192 commits to master branch, last one about a month ago
JWarmenhoven
ISLR-python JWarmenhoven
2.4k
4.3k
mit
205
An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013): Python code
islr islr-python machine-learning predictive-modeling statistical-learning
Created 2015-06-14
220 commits to master branch, last one 2 years ago
BayesWitnesses
m2cgen BayesWitnesses
241
2.8k
mit
50
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
c r go php java ruby rust csharp python haskell xgboost dartlang lightgbm lightning javascript statsmodels scikit-learn machine-learning statistical-learning
Created 2019-01-13
376 commits to master branch, last one 2 years ago
szcf-weiya
ESL-CN szcf-weiya
600
2.5k
gpl-3.0
73
The Elements of Statistical Learning (ESL)的中文翻译、代码实现及其习题解答。
r cpp esl julia esl-cn python statistical-learning
Created 2016-09-30
1,862 commits to master branch, last one 3 months ago
tirthajyoti
Papers-Literature-ML-DL-RL-AI tirthajyoti
731
2.4k
mit
137
Highly cited and useful papers related to machine learning, deep learning, AI, game theory, reinforcement learning
paper silicon hardware literature statistics data-mining game-theory data-science deep-learning neural-network learning-theory machine-learning pattern-recognition statistical-learning reinforcement-learning artificial-intelligence machine-learning-algorithms
Created 2018-01-16
310 commits to master branch, last one 3 years ago
benedekrozemberczki
awesome-decision-tree-papers benedekrozemberczki
335
2.4k
cc0-1.0
132
A collection of research papers on decision, classification and regression trees with implementations.
cart xgboost catboost lightgbm classifier decision-tree random-forest tree-ensemble regression-tree machine-learning ensemble-learning gradient-boosting decision-tree-model classification-model classification-trees statistical-learning decision-tree-learning decision-tree-classifier gradient-boosting-machine machine-learning-research
Created 2019-05-11
281 commits to master branch, last one 9 months ago
hardikkamboj
An-Introduction-to-Statistical-Learning hardikkamboj
606
2.4k
unknown
70
This repository contains the exercises and its solution contained in the book "An Introduction to Statistical Learning" in python.
python datascience machine-learning statistical-learning
Created 2020-06-13
107 commits to master branch, last one 2 months ago
wzyonggege
statistical-learning-method wzyonggege
669
2.1k
unknown
71
《统计学习方法》笔记-基于Python算法实现
python statistical-learning
Created 2017-12-28
17 commits to master branch, last one 6 years ago
DrWaleedAYousef
Teaching DrWaleedAYousef
320
1.0k
gpl-3.0
121
Teaching Materials for Dr. Waleed A. Yousef
statistics mathematics probability programming data-science logic-design optimization digital-design linear-algebra data-structures computer-science image-processing machine-learning data-visualization statistical-models pattern-recognition discrete-mathematics statistical-learning analysis-of-algorithms
Created 2019-01-06
28 commits to master branch, last one 6 months ago
empathy87
The-Elements-of-Statistical-Learning-Python-Notebooks empathy87
266
858
unknown
22
A series of Python Jupyter notebooks that help you better understand "The Elements of Statistical Learning" book
python sklearn tutorials tensorflow data-science data-analysis machine-learning statistical-learning
Created 2019-01-23
225 commits to master branch, last one 4 years ago
unpingco
Python-for-Probability-Statistics-and-Machine-Learning unpingco
296
749
mit
39
Jupyter Notebooks for Springer book "Python for Probability, Statistics, and Machine Learning"
book books python statistics probability jupyter-notebook machine-learning statistical-tests statistics-course probability-theory statistical-analysis statistical-learning
Created 2016-02-24
63 commits to master branch, last one 2 years ago
smartcorelib
smartcore smartcorelib
79
722
apache-2.0
17
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 sti...
rust rust-lang clustering regression classification model-selection machine-learning statistical-models scientific-computing statistical-learning machine-learning-algorithms
Created 2019-05-08
407 commits to development branch, last one 26 days ago
machinelearnjs
machinelearnjs machinelearnjs
53
541
mit
15
Machine Learning library for the web and Node.
svm web node easy-to-use minimalistic random-forest structured-data machine-learning data-preprocessing feature-extraction probabilistic-models statistical-learning
Created 2018-04-29
805 commits to master branch, last one 5 years ago
qx0731
Sharing_ISL_python qx0731
267
532
unknown
22
An Introduction to Statistical Learning with Applications in PYTHON
r python machine-learning statistical-learning introduction-to-python introduction-to-programming introduction-to-statistical-learning
Created 2016-12-07
112 commits to master branch, last one 3 years ago
JiashuWu
Books JiashuWu
352
531
mit
15
My book list
sql book android reading algorithms data-mining data-science reading-list deep-learning computer-vision data-structures design-patterns database-systems machine-learning corpus-linguistics computer-networking discrete-mathematics statistical-learning artificial-intelligence natural-language-processing
Created 2017-09-21
139 commits to master branch, last one 5 months ago
JuliaEarth
GeoStats.jl JuliaEarth
63
526
mit
19
An extensible framework for geospatial data science and geostatistical modeling fully written in Julia
geo gis geospatial statistics datascience geostatistics spatial-statistics statistical-learning
Created 2015-04-12
189 commits to master branch, last one 8 days ago
maitbayev
the-elements-of-statistical-learning maitbayev
83
405
mit
18
My notes and codes (jupyter notebooks) for the "The Elements of Statistical Learning" by Trevor Hastie, Robert Tibshirani and Jerome Friedman
python python3 textbook statistics jupyter-notebook machine-learning statistical-learning
Created 2018-04-18
119 commits to master branch, last one 2 years ago
decisionintelligence
TFB decisionintelligence
37
368
mit
5
[PVLDB 2024 Best Paper Nomination] TFB: Towards Comprehensive and Fair Benchmarking of Time Series Forecasting Methods
time-series benchmarking deep-learning mechine-learning statistical-learning time-series-forecasting
Created 2024-03-22
217 commits to master branch, last one 2 days ago
a-martyn
ISL-python a-martyn
120
311
mit
8
Solutions to labs and excercises from An Introduction to Statistical Learning, as Jupyter Notebooks.
lda pca islr bagging bootstrap random-forest machine-learning linear-regression boosting-algorithms logistic-regression supervised-learning statistical-learning
Created 2018-10-31
56 commits to master branch, last one 5 months ago
shengliu66
ELR shengliu66
29
291
mit
7
Official Implementation of Early-Learning Regularization Prevents Memorization of Noisy Labels
noisy-labels deep-learning robust-learning statistical-learning
Created 2020-06-24
131 commits to master branch, last one about a year ago
translationalneuromodeling
tapas translationalneuromodeling
90
224
gpl-3.0
24
TAPAS - Translational Algorithms for Psychiatry-Advancing Science
eeg fmri neurology behavioral psychiatry neuroscience computational psychosomatics bayesian-inference hierarchical-models statistical-learning
Created 2017-01-14
860 commits to master branch, last one 18 days ago
Relph1119
statistical-learning-method-camp Relph1119
78
196
unknown
12
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
statistical-learning
Created 2019-01-29
74 commits to master branch, last one 4 years ago
hao-lh
the-books-making-you-better hao-lh
22
176
unknown
3
This repository dives deeper than mere tactics. Here, you'll find a meticulously chosen selection of books, papers and courses which not only equip you with actionable knowledge but also illuminate th...
deep-learning linear-algebra computer-vision machine-learning bayesian-inference statistical-learning computer-architecture reinforcement-learning high-performance-computing probabilistic-graphical-models
Created 2016-12-20
198 commits to master branch, last one 11 months ago
onmee
ISLR-Answers onmee
85
169
unknown
3
Solutions to exercises from Introduction to Statistical Learning (ISLR 1st Edition)
islr exercises statistical-learning
Created 2020-01-13
33 commits to master branch, last one 2 years ago
tndoan
ISLR.jl tndoan
26
143
unknown
12
JuliaLang version of "An Introduction to Statistical Learning: With Applications in R"
julia julialang statistical-learning
Created 2017-02-12
17 commits to master branch, last one 3 years ago
aml4td
website aml4td
11
131
other
8
Website sources for Applied Machine Learning for Tabular Data
quarto quartopub machine-learning regression-models predictive-modeling statistical-learning classification-models
Created 2023-11-20
92 commits to main branch, last one about a month ago
equitable-equations
youtube equitable-equations
49
130
unknown
7
Materials to support learning with my YouTube channel, https://www.youtube.com/c/EquitableEquations.
rstats statistical-learning
Created 2022-08-19
254 commits to main branch, last one about a month ago
lakshmiDRIP
DROP lakshmiDRIP
45
121
apache-2.0
9
Fixed Income Analytics, Portfolio Construction Analytics, Transaction Cost Analytics, Counter Party Analytics, Asset Backed Analytics
fx bond java loans treasury corporates municipals credit-risk market-risk asset-backed fixed-income interest-rates emerging-market asset-allocation inflation-linked counterparty-risk cva-dva-fva-kva-xva statistical-learning portfolio-optimization transaction-cost-analytics
Created 2017-08-31
2,174 commits to master branch, last one 5 days ago
danhalligan
ISLRv2-solutions danhalligan
26
91
mit
3
Solutions to "An Introduction to Statistical Learning with Applications in R second edition"
r islr bookdown islr-book statistical-leaning statistical-learning islr-applied-exercises intro-to-statistical-learning introduction-to-statistical-learning
Created 2022-10-12
88 commits to main branch, last one 4 days ago
dobriban
stat-ml-edu dobriban
4
83
unknown
6
Resources for education in statistics and machine learning: from advanced undergraduate to research level
education statistics reading-list machine-learning statistical-learning
Created 2024-02-24
67 commits to main branch, last one 7 months ago