eli5
linear-tree
| eli5 | linear-tree | |
|---|---|---|
| 1 | 3 | |
| 2,730 | 325 | |
| 0.8% | - | |
| 0.0 | 0.0 | |
| about 2 years ago | 11 months ago | |
| Jupyter Notebook | Jupyter Notebook | |
| MIT License | MIT License |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
eli5
-
How to extract keywords important to a text classification problem?
https://github.com/TeamHG-Memex/eli5 can help you.
linear-tree
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Is there any algorithm that combines decision trees with regression models?
Sure is! Here’s an implementation
-
Running a randomforest on residuals from a ridge linear model in scikit learn
Check out https://github.com/cerlymarco/linear-tree
- GitHub - cerlymarco/linear-tree: A python library to build Model Trees with Linear Models at the leaves.
What are some alternatives?
lime - Lime: Explaining the predictions of any machine learning classifier
imodels - Interpretable ML package 🔍 for concise, transparent, and accurate predictive modeling (sklearn-compatible).
ML-Workspace - 🛠 All-in-one web-based IDE specialized for machine learning and data science.
python-machine-learning-book-3rd-edition - The "Python Machine Learning (3rd edition)" book code repository
course-nlp - A Code-First Introduction to NLP course
FLAML - A fast library for AutoML and tuning. Join our Discord: https://discord.gg/Cppx2vSPVP.
graph_summarizer - summarize text using graphs and language vector models
dtreeviz - A python library for decision tree visualization and model interpretation.
CodeSearchNet - Datasets, tools, and benchmarks for representation learning of code.
mlforecast - Scalable machine 🤖 learning for time series forecasting.
BigFivePersonality - The current project provides a Machine Learning trained model that is able to classify the trait with maximum value of the Big Five Personality Test, given the answers of this one.