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Top 11 statistical-learning Open-Source Projects
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awesome-artificial-intelligence
A curated list of Artificial Intelligence (AI) courses, books, video lectures and papers.
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ISLR-python
An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013): Python code
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InfluxDB
Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
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m2cgen
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
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An-Introduction-to-Statistical-Learning
This repository contains the exercises and its solution contained in the book "An Introduction to Statistical Learning" in python.
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smartcore
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.
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WorkOS
The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.
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GeoStats.jl
An extensible framework for geospatial data science and geostatistical modeling fully written in Julia
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the-elements-of-statistical-learning
My notes and codes (jupyter notebooks) for the "The Elements of Statistical Learning" by Trevor Hastie, Robert Tibshirani and Jerome Friedman
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Self_Taught_Machine_Learning
I have had trouble in the past finding a place where I could learn about statistical learning algorithms, resources as to how to learn them and the code associated with it. This is my attempt at remedying that issue.
Check out: https://github.com/BayesWitnesses/m2cgen
Project mention: An Introduction to Statistical Learning with Applications in Python | news.ycombinator.com | 2023-07-09Honestly, I dont think they will have Julia version soon. I converted all the code in this book to Julia sometimes ago:
https://github.com/tndoan/ISLR.jl
NOTE:
The open source projects on this list are ordered by number of github stars.
The number of mentions indicates repo mentiontions in the last 12 Months or
since we started tracking (Dec 2020).
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A note from our sponsor - InfluxDB
www.influxdata.com | 27 Apr 2024
Index
What are some of the best open-source statistical-learning projects? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | awesome-artificial-intelligence | 9,629 |
| 2 | ISLR-python | 4,209 |
| 3 | m2cgen | 2,707 |
| 4 | An-Introduction-to-Statistical-Learning | 2,285 |
| 5 | smartcore | 648 |
| 6 | machinelearnjs | 536 |
| 7 | Sharing_ISL_python | 514 |
| 8 | GeoStats.jl | 490 |
| 9 | the-elements-of-statistical-learning | 397 |
| 10 | ISLR.jl | 139 |
| 11 | Self_Taught_Machine_Learning | 24 |
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