36 results found Sort:

owainlewis
awesome-artificial-intelligence owainlewis
1.8k
11.0k
unknown
634
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 27 days 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
598
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 2 months ago
tirthajyoti
Papers-Literature-ML-DL-RL-AI tirthajyoti
723
2.4k
mit
134
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
131
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 8 months ago
hardikkamboj
An-Introduction-to-Statistical-Learning hardikkamboj
607
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 about a month ago
wzyonggege
statistical-learning-method wzyonggege
670
2.0k
unknown
70
《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
321
1.0k
gpl-3.0
120
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 5 months ago
empathy87
The-Elements-of-Statistical-Learning-Python-Notebooks empathy87
262
853
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
297
747
mit
38
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
77
707
apache-2.0
16
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
405 commits to development branch, last one 8 months ago
machinelearnjs
machinelearnjs machinelearnjs
52
540
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
266
529
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 2 years ago
JuliaEarth
GeoStats.jl JuliaEarth
63
524
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
186 commits to master branch, last one 2 days ago
JiashuWu
Books JiashuWu
342
509
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 4 months ago
maitbayev
the-elements-of-statistical-learning maitbayev
83
404
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
36
319
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
190 commits to master branch, last one 15 days ago
a-martyn
ISL-python a-martyn
116
308
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 4 months ago
shengliu66
ELR shengliu66
29
288
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
219
gpl-3.0
23
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
852 commits to master branch, last one 11 months 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
175
unknown
3
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.
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 10 months ago
onmee
ISLR-Answers onmee
85
170
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
142
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
12
127
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 12 hours ago
equitable-equations
youtube equitable-equations
49
126
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 18 days ago
lakshmiDRIP
DROP lakshmiDRIP
45
120
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
2,170 commits to master branch, last one 2 months ago
danhalligan
ISLRv2-solutions danhalligan
25
87
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
82 commits to main branch, last one 2 months 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 6 months ago