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Top 13 Jupyter Notebook R Projects
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Project mention: I want to learn more about AI and Machine Learning | reddit.com/r/ArtificialInteligence | 2023-01-12
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H2O
H2O is an Open Source, Distributed, Fast & Scalable Machine Learning Platform: Deep Learning, Gradient Boosting (GBM) & XGBoost, Random Forest, Generalized Linear Modeling (GLM with Elastic Net), K-Means, PCA, Generalized Additive Models (GAM), RuleFit, Support Vector Machine (SVM), Stacked Ensembles, Automatic Machine Learning (AutoML), etc.
H2O.ai
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SonarLint
Clean code begins in your IDE with SonarLint. Up your coding game and discover issues early. SonarLint is a free plugin that helps you find & fix bugs and security issues from the moment you start writing code. Install from your favorite IDE marketplace today.
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Project mention: [D] I recently quit my job to start a ML company. Would really appreciate feedback on what we're working on. | reddit.com/r/MachineLearning | 2023-01-06
Also check out: https://github.com/ml-tooling/ml-workspace, it a nice open source project with lots of packages ready to use.
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code
Compilation of R and Python programming codes on the Data Professor YouTube channel. (by dataprofessor)
Project mention: An "Improvement Prediction" error in R Shiny | reddit.com/r/learnprogramming | 2022-06-04The following below is my code (I did reference DataProfessor's code here while making my code). Not really sure what my error is and how to fix.
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Project mention: Can you recommend a Python textbook to replace "An Introduction to Statistical Learning with Applications in R", Witten, J. et. al. [E] | reddit.com/r/statistics | 2022-12-12
There is a github which converts all the R to Python from this book, and that is very nice, but not quite as convenient as a new book.
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InfluxDB
Access the most powerful time series database as a service. Ingest, store, & analyze all types of time series data in a fully-managed, purpose-built database. Keep data forever with low-cost storage and superior data compression.
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datadoubleconfirm
Simple datasets and notebooks for data visualization, statistical analysis and modelling - with write-ups here: http://projectosyo.wix.com/datadoubleconfirm.
Next, I needed location data for MRT stations. These were sourced here.
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living-documents
How to use Jupyter notebooks and R markdown to create living documents and reproducible reports.
Project mention: Creating living documents and reproducible reports with R Markdown and Jupyter | news.ycombinator.com | 2022-04-17 -
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NBA-attendance-prediction
Attendance prediction tool for NBA games using machine learning. Full pipeline implemented in Python from data ingestion to prediction. Attained mean absolute error of around 800 people (about 5% capacity) on test set.
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extreme-heat-excess-deaths-analysis
A statistical analysis of excess deaths attributable to extreme heat in California's most populous counties
Project mention: Texas Gov. Greg Abbott Wins Third Term, Defeating Beto O'Rourke | reddit.com/r/news | 2022-11-08California only had 599 deaths attributed to climate change across nearly a decade, which only furthers my point that management in the EU is clearly subpar.
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).
The latest post mention was on 2023-02-13.
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A note from our sponsor - InfluxDB
www.influxdata.com | 21 Mar 2023
Index
What are some of the best open-source R projects in Jupyter Notebook? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | ML-For-Beginners | 45,272 |
| 2 | H2O | 6,177 |
| 3 | ML-Workspace | 2,982 |
| 4 | FinMind | 1,864 |
| 5 | IRkernel | 1,562 |
| 6 | code | 751 |
| 7 | Sharing_ISL_python | 312 |
| 8 | datadoubleconfirm | 48 |
| 9 | living-documents | 46 |
| 10 | analisis-numerico-computo-cientifico | 42 |
| 11 | NBA-attendance-prediction | 7 |
| 12 | extreme-heat-excess-deaths-analysis | 2 |
| 13 | DataScienceProjects | 0 |
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