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Top 23 linear-regression Open-Source Projects
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Financial-Models-Numerical-Methods
Collection of notebooks about quantitative finance, with interactive 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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Machine-Learning-Specialization-Coursera
Contains Solutions and Notes for the Machine Learning Specialization By Stanford University and Deeplearning.ai - Coursera (2022) by Prof. Andrew NG
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blasjs
Pure Javascript manually written :ok_hand: implementation of BLAS, Many numerical software applications use BLAS computations, including Armadillo, LAPACK, LINPACK, GNU Octave, Mathematica, MATLAB, NumPy, R, and Julia.
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bruceR
📦 BRoadly Useful Convenient and Efficient R functions that BRing Users Concise and Elegant R data analyses.
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llm4regression
Examining how large language models (LLMs) perform across various synthetic regression tasks when given (input, output) examples in their context, without any parameter update
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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.
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HDB_Resale_Prices
Predicted and identified the drivers of Singapore HDB resale prices (2015-2019) with 0.96 Rsquare & $20,000 MAE. Web app deployment using Streamlit for user price prediction.
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msaenet
🧲 Multi-step adaptive estimation for reducing false positive selection in sparse regressions
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Employees-Burnout-Analysis-and-Prediction
The "Employees Burnout Analysis and Prediction" GitHub repository is a project focused on analyzing and predicting employee burnout in an organization.
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Rating-Correlations
Predicts chess960 or crazyhouse ratings given bullet or blitz and others for either Lichess.org or Chess.com servers.
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ols_regression
OLS regression with possibility of controlling for fixed effects and robust standard errors
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Machine-Learning
A repository of my ML projects for Machine Learning course (SC349) at Northwestern University (by YaelBenShalom)
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5. Avik-Jain/100-Days-Of-ML-Code - As the name implies, this repository offers a structured approach to learning machine learning with Python. It covers core ML principles and algorithms through real-world applications. https://github.com/Avik-Jain/100-Days-Of-ML-Code
I cannot recommend Andrew Ng's courses on Machine Learning enough. Something like this seems like it would cover everything you're looking for.
https://www.coursera.org/learn/machine-learning
I cannot speak to the author of the content of this github repo, but it appears they have completed the course and included all of the solutions here. It might let you jump right to what you're looking for.
https://github.com/greyhatguy007/Machine-Learning-Specializa...
Project mention: LLM Is a Capable Regressor When Given In-Context Examples | news.ycombinator.com | 2024-04-13If you're interested in exploring other metrics, the output of the models and code examples for how to read them are available at: https://github.com/robertvacareanu/llm4regression/tree/main/...
For example:
Softmax is at the end of this source file: https://github.com/aromanro/MachineLearning/blob/master/MachineLearning/MachineLearning/ActivationFunctions.h
Project mention: msaenet VS glmnet - a user suggested alternative | libhunt.com/r/msaenet | 2024-05-05
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).
linear-regression related posts
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msaenet VS glmnet - a user suggested alternative
2 projects | 5 May 2024 -
LLM Is a Capable Regressor When Given In-Context Examples
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Comparing Lichess and FIDE ratings (and a converter)
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Bayesian linear regression in (plain) Python
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Bayesian linear regression in (plain) Python
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Bayesian linear regression in (plain) Python
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Bayesian linear regression in Python
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A note from our sponsor - SaaSHub
www.saashub.com | 3 Jun 2024
Index
What are some of the best open-source linear-regression projects? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | 100-Days-Of-ML-Code | 43,701 |
| 2 | Financial-Models-Numerical-Methods | 5,325 |
| 3 | machine_learning_basics | 4,235 |
| 4 | Machine-Learning-Specialization-Coursera | 2,869 |
| 5 | blasjs | 288 |
| 6 | bruceR | 155 |
| 7 | llm4regression | 98 |
| 8 | rmi | 52 |
| 9 | Self_Taught_Machine_Learning | 26 |
| 10 | HDB_Resale_Prices | 21 |
| 11 | MachineLearning | 18 |
| 12 | RatingConverter | 14 |
| 13 | msaenet | 13 |
| 14 | vector | 13 |
| 15 | Car-Price-Prediction | 11 |
| 16 | F1_Quali_Prediction | 8 |
| 17 | MLPlusPlus | 3 |
| 18 | Employees-Burnout-Analysis-and-Prediction | 2 |
| 19 | Rating-Correlations | 1 |
| 20 | twostage_regress | 1 |
| 21 | cart-pendulum | 0 |
| 22 | ols_regression | 0 |
| 23 | Machine-Learning | 0 |
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