35 results found Sort:

owainlewis
awesome-artificial-intelligence owainlewis
1.7k
10.0k
unknown
631
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
191 commits to master branch, last one 3 months ago
JWarmenhoven
ISLR-python JWarmenhoven
2.4k
4.2k
mit
204
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 about a year ago
BayesWitnesses
m2cgen BayesWitnesses
236
2.7k
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 about a year ago
szcf-weiya
ESL-CN szcf-weiya
588
2.4k
gpl-3.0
70
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
1,860 commits to master branch, last one 2 months ago
benedekrozemberczki
awesome-decision-tree-papers benedekrozemberczki
339
2.3k
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 3 months ago
hardikkamboj
An-Introduction-to-Statistical-Learning hardikkamboj
601
2.3k
unknown
69
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
101 commits to master branch, last one 3 years ago
tirthajyoti
Papers-Literature-ML-DL-RL-AI tirthajyoti
684
2.2k
mit
132
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 2 years ago
wzyonggege
statistical-learning-method wzyonggege
669
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
327
1k
gpl-3.0
119
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 days ago
empathy87
The-Elements-of-Statistical-Learning-Python-Notebooks empathy87
257
826
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
smartcorelib
smartcore smartcorelib
76
672
apache-2.0
15
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 3 months ago
unpingco
Python-for-Probability-Statistics-and-Machine-Learning unpingco
280
671
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 about a year ago
machinelearnjs
machinelearnjs machinelearnjs
54
538
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 4 years ago
qx0731
Sharing_ISL_python qx0731
256
526
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
60
495
mit
18
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
124 commits to master branch, last one 11 days ago
JiashuWu
Books JiashuWu
299
428
mit
12
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
138 commits to master branch, last one about a year ago
maitbayev
the-elements-of-statistical-learning maitbayev
82
402
mit
19
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
shengliu66
ELR shengliu66
29
287
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
decisionintelligence
TFB decisionintelligence
20
210
mit
4
TFB: Towards Comprehensive and Fair Benchmarking of Time Series Forecasting Methods (PVLDB 2024) https://www.vldb.org/pvldb/vol17/p2363-hu.pdf
time-series benchmarking deep-learning mechine-learning statistical-learning time-series-forecasting
Created 2024-03-22
111 commits to master branch, last one 16 days ago
translationalneuromodeling
tapas translationalneuromodeling
88
210
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 7 months ago
Relph1119
statistical-learning-method-camp Relph1119
76
193
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 3 years ago
hao-lh
the-books-making-you-better hao-lh
21
173
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 5 months ago
onmee
ISLR-Answers onmee
84
162
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 about a year ago
tndoan
ISLR.jl tndoan
25
141
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
lakshmiDRIP
DROP lakshmiDRIP
41
112
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
2,125 commits to master branch, last one a day ago
equitable-equations
youtube equitable-equations
38
96
unknown
7
Materials to support learning with my YouTube channel, https://www.youtube.com/c/EquitableEquations.
rstats statistical-learning
Created 2022-08-19
237 commits to main branch, last one a day ago
dobriban
stat-ml-edu dobriban
3
73
unknown
5
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 about a month ago
daviddalpiaz
r4sl daviddalpiaz
62
72
unknown
6
:chart_with_upwards_trend: Machine Learning from the perspective of a Statistician using R
r rmarkdown machine-learning statistical-learning
Created 2016-12-09
378 commits to master branch, last one 11 months ago
aml4td
website aml4td
10
69
other
7
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
61 commits to main branch, last one 9 days ago
mikenguyen13
data_analysis mikenguyen13
32
66
unknown
2
Streamline a data analysis process
r guide causality guidebook statistics datascience data-science causal-models causal-analysis machinelearning causal-inference machine-learning statistics-course data-visualization statistical-methods statistical-analysis statistical-learning statistical-inference
Created 2020-11-10
117 commits to main branch, last one 6 days ago