Top 14 Jupyter Notebook random-forest Projects

tpot

1 1 10,049 8.4 Jupyter Notebook

A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.
SaaSHub

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SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives
H2O

2 11 7,502 8.7 Jupyter Notebook

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.
FLAML

3 9 4,386 8.5 Jupyter Notebook

A fast library for AutoML and tuning. Join our Discord: https://discord.gg/Cppx2vSPVP.
dtreeviz

4 4 3,153 6.4 Jupyter Notebook

A python library for decision tree visualization and model interpretation.
Intrusion-Detection-System-Using-Machine-Learning

5 3 593 2.4 Jupyter Notebook

Code for IDS-ML: intrusion detection system development using machine learning algorithms (Decision tree, random forest, extra trees, XGBoost, stacking, k-means, Bayesian optimization..)
miceforest

6 6 411 9.0 Jupyter Notebook

Multiple Imputation with LightGBM in Python
linear-tree

7 3 389 0.0 Jupyter Notebook

A python library to build Model Trees with Linear Models at the leaves.
ISL-python

8 1 357 2.0 Jupyter Notebook

Solutions to labs and excercises from An Introduction to Statistical Learning, as Jupyter Notebooks. (by a-martyn)
STOCK-RETURN-PREDICTION-USING-KNN-SVM-GUASSIAN-PROCESS-ADABOOST-TREE-REGRESSION-AND-QDA

9 3 136 0.0 Jupyter Notebook

Forecast stock prices using machine learning approach. A time series analysis. Employ the Use of Predictive Modeling in Machine Learning to Forecast Stock Return. Approach Used by Hedge Funds to Select Tradeable Stocks
NLU-engine-prototype-benchmarks

10 1 5 2.6 Jupyter Notebook

Demo and benchmarks for building an NLU engine similar to those in voice assistants. Several intent classifiers are implemented and benchmarked. Conditional Random Fields (CRFs) are used for entity extraction.
Employees-Burnout-Analysis-and-Prediction

11 1 5 7.3 Jupyter Notebook

The "Employees Burnout Analysis and Prediction" GitHub repository is a project focused on analyzing and predicting employee burnout in an organization.
CSGO-Pro-Gear-Performance-and-EDA

12 5 1 0.0 Jupyter Notebook

Modeling Professional (CS:GO) Gamer's Accuracy Performance Based on Gear and Settings, and Exploratory Data Analysis.
psych-verbs

13 1 0 0.0 Jupyter Notebook

Research experiment design and classification of Romanian emotion verbs
Covid-19-Hospitalization-Predictor

14 1 0 4.1 Jupyter Notebook

Model that predicts if a patient is at risk to be hospitalized to estimate hospitalization rate in another potential pandemic.

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).

Jupyter Notebook random-forest discussion

Index

What are some of the best open-source random-forest projects in Jupyter Notebook? This list will help you:

#	Project	Stars
1	tpot	10,049
2	H2O	7,502
3	FLAML	4,386
4	dtreeviz	3,153
5	Intrusion-Detection-System-Using-Machine-Learning	593
6	miceforest	411
7	linear-tree	389
8	ISL-python	357
9	STOCK-RETURN-PREDICTION-USING-KNN-SVM-GUASSIAN-PROCESS-ADABOOST-TREE-REGRESSION-AND-QDA	136
10	NLU-engine-prototype-benchmarks	5
11	Employees-Burnout-Analysis-and-Prediction	5
12	CSGO-Pro-Gear-Performance-and-EDA	1
13	psych-verbs	0
14	Covid-19-Hospitalization-Predictor	0