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Top 16 Python random-forest Projects
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tpot
A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.
Project mention: Evolve Your Machine Learning: Automate the Process of Model Selection through TPOT. | dev.to | 2024-07-06Resources: TPOT Documentation Genetic Programming
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I know I've tooted its horn before, but Orange3 is a pretty neat Python-based GUI platform that makes this and a metric buttload of other statistical/ML techniques available to non-programmer types.
Just watch out for null character `x00` in the corpus. That always seems to kill it stone dead.
https://orangedatamining.com/
https://orange3.readthedocs.io/projects/orange-visual-progra...
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mljar-supervised
Python package for AutoML on Tabular Data with Feature Engineering, Hyper-Parameters Tuning, Explanations and Automatic Documentation
Project mention: Show HN: Supertree – interactive visualization of decision trees in Python | news.ycombinator.com | 2024-08-27We would like to keep package sustainable. Earlier, we've created package for AutoML which is MIT license (https://github.com/mljar/mljar-supervised), and it is very hard to monetise it, and you need to have funds to keep package maintained and work on it.
Regarding purchasing, we just don't have time create landing page with buy button :) we will add it soon. The package cost will be 499 USD/yearly. We already have few finance companies interested.
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awesome-decision-tree-papers
A collection of research papers on decision, classification and regression trees with implementations.
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awesome-gradient-boosting-papers
A curated list of gradient boosting research papers with implementations.
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InfluxDB
Purpose built for real-time analytics at any scale. InfluxDB Platform is powered by columnar analytics, optimized for cost-efficient storage, and built with open data standards.
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decision-forests
A collection of state-of-the-art algorithms for the training, serving and interpretation of Decision Forest models in Keras.
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shapley
The official implementation of "The Shapley Value of Classifiers in Ensemble Games" (CIKM 2021).
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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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TitanicPassangerSurvivalPredictor
A Web-App that uses Machine-Learning to predict a persons chances of surviving the Titanic Wreckage as a Passenger
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Unredactor
In this project we are tryinbg to create unredactor. Unredactor will take a redacted document and the redacted flag as input, inreturn it will give the most likely candidates to fill in redacted location. In this project we are only considered about unredacting names only. The data that we are considering is imdb data set with many review files. These files are used to buils corpora for finding tfidf score. Few files are used to train and in these files names are redacted and written into redact
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SaaSHub
SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives
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).
Python random-forest discussion
Python random-forest related posts
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[D] Most Popular AI Research Aug 2022 - Ranked Based On GitHub Stars
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Why do tree-based models still outperform deep learning on tabular data?
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Cold Showers
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Simple and embedded friendly C code for Machine Learning inference algorithms
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Regression with the C64
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Miceforest: Fast, Memory Efficient, Multiple Imputation by Chained Equations
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Show HN: Multiple Imputation with Lightgbm
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A note from our sponsor - Scout Monitoring
www.scoutapm.com | 17 Sep 2024
Index
What are some of the best open-source random-forest projects in Python? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | tpot | 9,655 |
| 2 | orange | 4,793 |
| 3 | mljar-supervised | 3,002 |
| 4 | awesome-decision-tree-papers | 2,364 |
| 5 | awesome-fraud-detection-papers | 1,596 |
| 6 | SMAC3 | 1,063 |
| 7 | awesome-gradient-boosting-papers | 995 |
| 8 | decision-forests | 657 |
| 9 | FastTreeSHAP | 499 |
| 10 | emlearn | 478 |
| 11 | shapley | 213 |
| 12 | example-get-started | 171 |
| 13 | DroidDetective | 112 |
| 14 | HDB_Resale_Prices | 23 |
| 15 | TitanicPassangerSurvivalPredictor | 2 |
| 16 | Unredactor | 0 |
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