linear-tree
psych-verbs
| linear-tree | psych-verbs | |
|---|---|---|
| 3 | 1 | |
| 325 | 0 | |
| - | - | |
| 0.0 | 0.0 | |
| 11 months ago | almost 3 years ago | |
| Jupyter Notebook | Jupyter Notebook | |
| MIT License | MIT License |
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linear-tree
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Is there any algorithm that combines decision trees with regression models?
Sure is! Here’s an implementation
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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.
psych-verbs
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4 tips for creating an impressive data science portfolio on GitHub
For example, for my research project on psych-verbs I wrote a paper-like README targeted at academics/fellow linguists, whereas for my movie recommender system I wrote an informal short description and included a screencast, aimed at a general audience.
What are some alternatives?
eli5 - A library for debugging/inspecting machine learning classifiers and explaining their predictions
Fake-News-Detection - To combat the spread of fake news, it’s critical to determine the information’s legitimacy, which this Data Science project can help with. To do so, Python can be used, and a model is created using TfidfVectorizer.LogisticRegression model is used to train and test the data ,numpy,pandas and some other packages are used in this project.
imodels - Interpretable ML package 🔍 for concise, transparent, and accurate predictive modeling (sklearn-compatible).
speech-emotion-recognition - A program that uses neural networks to detect emotions from pre-recorded and real-time speech
python-machine-learning-book-3rd-edition - The "Python Machine Learning (3rd edition)" book code repository
dtreeviz - A python library for decision tree visualization and model interpretation.
FLAML - A fast library for AutoML and tuning. Join our Discord: https://discord.gg/Cppx2vSPVP.
Empirical_Study_of_Ensemble_Learning_Methods - Training ensemble machine learning classifiers, with flexible templates for repeated cross-validation and parameter tuning
MouseView.js - Attentional mouse tracking. Alternative to online eye tracking. Eye tracking without the eyes!
ML-Workspace - 🛠 All-in-one web-based IDE specialized for machine learning and data science.
movie-recommender - Movie recommender system based on Non-Negative Matrix Factorization and Singular Value Decomposition, with a Flask web interface