32 results found Sort:

Jack-Cherish
Machine-Learning Jack-Cherish
5.1k
9.2k
unknown
268
:zap:机器学习实战（Python3）：kNN、决策树、贝叶斯、逻辑回归、SVM、线性回归、树回归
knn smo svm python python3 adaboost logistic regression decision-tree machine-learning adaboost-algorithm navie-bayes-algorithm
Created 2017-03-25
173 commits to master branch, last one 3 years ago
mljar
mljar-supervised mljar
411
3.1k
mit
50
Python package for AutoML on Tabular Data with Feature Engineering, Hyper-Parameters Tuning, Explanations and Automatic Documentation
shap mljar automl xgboost catboost ensemble lightgbm data-science scikit-learn decision-tree models-tuning random-forest neural-network hyper-parameters machine-learning tuning-algorithm feature-engineering automated-machine-learning automatic-machine-learning hyperparameter-optimization
Created 2018-11-05
1,223 commits to master branch, last one 7 days ago
benedekrozemberczki
awesome-decision-tree-papers benedekrozemberczki
335
2.4k
cc0-1.0
131
A collection of research papers on decision, classification and regression trees with implementations.
cart xgboost catboost lightgbm classifier decision-tree random-forest tree-ensemble regression-tree machine-learning ensemble-learning gradient-boosting decision-tree-model classification-model classification-trees statistical-learning decision-tree-learning decision-tree-classifier gradient-boosting-machine machine-learning-research
Created 2019-05-11
281 commits to master branch, last one 8 months ago
igrigorik
decisiontree igrigorik
130
1.4k
unknown
40
ID3-based implementation of the ML Decision Tree algorithm
ruby rubyml decision-tree machine-learning
Created 2009-02-23
71 commits to master branch, last one 6 years ago
benedekrozemberczki
awesome-gradient-boosting-papers benedekrozemberczki
155
1.0k
cc0-1.0
49
A curated list of gradient boosting research papers with implementations.
h2o xgboost adaboost boosting catboost lightgbm classifier decision-tree deep-learning random-forest machine-learning gradient-boosting xgboost-algorithm classification-tree classification-trees gradient-boosted-trees classification-algorithm gradient-boosting-machine gradient-boosting-classifier gradient-boosting-decision-trees
Created 2019-05-11
206 commits to master branch, last one 8 months ago
mbeyeler
opencv-machine-learning mbeyeler
458
804
mit
64
M. Beyeler (2017). Machine Learning for OpenCV: Intelligent image processing with Python. Packt Publishing Ltd., ISBN 978-178398028-4.
opencv python decision-tree jupyter-notebook machine-learning bayesian-learning conda-environment support-vector-machine classifying-handwritten-digits
Created 2017-02-17
127 commits to master branch, last one about a year ago
jphall663
interpretable_machine_learning_with_python jphall663
207
673
unknown
42
Examples of techniques for training interpretable ML models, explaining ML models, and debugging ML models for accuracy, discrimination, and security.
h2o iml xai lime fatml python fairness data-mining data-science transparency decision-tree interpretable accountability interpretability interpretable-ai interpretable-ml machine-learning gradient-boosting-machine interpretable-machine-learning machine-learning-interpretability
Created 2018-03-14
169 commits to master branch, last one about a year ago
Western-OC2-Lab
Intrusion-Detection-System-Using-Machine-Learning Western-OC2-Lab
113
425
mit
11
Code for IDS-ML: intrusion detection system development using machine learning algorithms (Decision tree, random forest, extra trees, XGBoost, stacking, k-means, Bayesian optimization..)
hpo kmeans xgboost catboost lightgbm stacking cicids2017 decision-tree random-forest cyber-security python-examples machine-learning network-security ensemble-learning autonomous-vehicles intrusion-detection bayesian-optimization intrusion-detection-system hyperparameter-optimization
Created 2021-05-25
50 commits to main branch, last one about a year ago
seung-lab
connected-components-3d seung-lab
43
375
lgpl-3.0
28
Connected components on discrete and continuous multilabel 3D & 2D images. Handles 26, 18, and 6 connected variants; periodic boundaries (4, 8, & 6)
2d 3d ccl cpp numpy cython python cclabel 3d-images algorithm union-find neighborhood surface-area decision-tree image-processing path-compression periodic-boundary labeling-algorithms connected-components biomedical-image-processing
Created 2018-08-28
427 commits to master branch, last one 7 days ago
JuliaAI
DecisionTree.jl JuliaAI
102
356
other
14
Julia implementation of Decision Tree (CART) and Random Forest algorithms
julia regression decision-tree classification random-forests machine-learning
Created 2013-01-14
601 commits to dev branch, last one 2 months ago
microsoft
Forge microsoft
50
288
mit
26
A Generic Low-Code Framework Built on a Config-Driven Tree Walker
ui async forge config csharp roslyn dynamic generic low-code stateful microsoft treewalker config-driven decision-tree netstandard20 persisted-state workflow-engine tree-visualization workflow-framework
Created 2018-12-19
142 commits to master branch, last one 10 months ago
milaan9
Python_Decision_Tree_and_Random_Forest milaan9
204
256
mit
3
I've demonstrated the working of the decision tree-based ID3 algorithm. Use an appropriate data set for building the decision tree and apply this knowledge to classify a new sample. All the steps have...
dtreeviz graphviz decision-tree id3-algorithm random-forest tutor-milaan9 cart-algorithm python4beginner python4everybody decision-tree-id3 python4datascience iris-classification python-decision-tree decision-tree-playgolf python-tutorial-github decision-tree-algorithm decision-tree-classifier python-tutorial-notebook decision-tree-classification python-decisiontreeclassifier
Created 2021-07-04
106 commits to main branch, last one about a year ago
sanity
quickml sanity
51
232
lgpl-3.0
26
A fast and easy to use decision tree learner in java
java decision-tree random-forest machine-learning
Created 2011-09-20
1,160 commits to master branch, last one 3 years ago
harunurrashid97
100-Days-Of-ML-Code harunurrashid97
109
223
unknown
20
A day to day plan for this challenge. Covers both theoritical and practical aspects
eda python article tutorials datascience data-science infographics decision-tree vizualization implementation 100daysofmlcode 100-days-of-code machine-learning linear-regression textsummarization data-preprocessing regression-algorithms siraj-raval-challenge exploratory-data-analysis machine-learning-algorithms
Created 2018-08-07
144 commits to master branch, last one 2 years ago
luokn
ml luokn
35
182
gpl-3.0
4
经典机器学习算法的极简实现
gmm knn lda log pca svm numpy kmeans python adaboost algorithms perceptron naive-bayes decision-tree machine-learning logistic-regression
Created 2020-05-23
223 commits to master branch, last one 17 days ago
Evovest
EvoTrees.jl Evovest
21
178
apache-2.0
7
Boosted trees in Julia
gbrt julia poisson logistic quantile regression boosted-trees decision-tree gradientboosting machine-learning gradient-boosting
Created 2019-01-08
998 commits to main branch, last one 8 months ago
STMicroelectronics
STMems_Machine_Learning_Core STMicroelectronics
63
175
bsd-3-clause
32
Configuration files, examples and tools for the Machine Learning Core feature (MLC) available in STMicroelectronics MEMS sensors. Some examples of devices including MLC: LSM6DSOX, LSM6DSRX, ISM330DHCX...
mlc iis2iclx lsm6dsox lsm6dsrx lis2dux12 asm330lhhx ism330dhcx lis2duxs12 lsm6dso32x lsm6dsv16x lsm6dsv32x lsm6dsv16bx asm330lhhxg1 mems-sensors decision-tree machine-learning stmicroelectronics
Created 2019-06-19
174 commits to master branch, last one about a month ago
poloclub
timbertrek poloclub
8
155
mit
4
Explore and compare 1K+ accurate decision trees in your browser!
rashomon decision-tree visualization interpretability interactive-visualizations
Created 2022-02-16
233 commits to master branch, last one about a year ago
kennedyCzar
STOCK-RETURN-PREDICTION-USING-KNN-SVM-GUASSIAN-PROCESS-ADABOOST-TREE-REGRESSION-AND-QDA kennedyCzar
36
127
mit
7
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 Selec...
stock stocks adaboost pipeline prediction gridsearchcv decision-tree random-forest knn-classifier svm-classifier parameter-tuning guassian-processes algorithmic-trading logistic-regression predictive-analysis predictive-modeling quadratic-discriminant-analysis
Created 2018-09-05
55 commits to master branch, last one 2 years ago
TatevKaren
data-science-popular-algorithms TatevKaren
37
115
unknown
3
Data Science algorithms and topics that you must know. (Newly Designed) Recommender Systems, Decision Trees, K-Means, LDA, RFM-Segmentation, XGBoost in Python, R, and Scala.
lda scala kmeans python3 xgboost lda-model datascience decision-tree machine-learning movie-recommender recommendation-system data-science-portfolio linear-discriminant-analysis
Created 2021-01-01
386 commits to main branch, last one 11 months ago
xuyxu
Soft-Decision-Tree xuyxu
19
96
bsd-3-clause
4
PyTorch Implementation of "Distilling a Neural Network Into a Soft Decision Tree." Nicholas Frosst, Geoffrey Hinton., 2017.
tree pytorch decision-tree deep-learning classification-trees
Created 2018-10-16
16 commits to master branch, last one 3 years ago
zlxy9892
ml_code zlxy9892
58
96
apache-2.0
10
A repository for recording the machine learning code
cv knn nlp pca svd keras mnist apriori k-means sklearn bayesian clustering tensorflow scikit-learn decision-tree deep-learning neural-network machine-learning logistic-regression artificial-intelligence
Created 2017-09-05
38 commits to master branch, last one 2 years ago
s-marton
GRANDE s-marton
9
88
mit
1
(ICLR 2024) GRANDE: Gradient-Based Decision Tree Ensembles
tabular-data decision-tree tree-ensemble decision-trees tree-ensembles gradient-descent
Created 2023-09-27
41 commits to master branch, last one 2 months ago
bkrai
Top-10-Machine-Learning-Methods-With-R bkrai
66
77
unknown
9
Includes top ten must know machine learning methods with R.
pca-analysis decision-tree random-forest cluster-analysis machine-learning logistic-regression market-basket-analysis naive-bayes-classifier extreme-gradient-boosting k-nearest-neighbor-classifier
Created 2019-09-16
72 commits to master branch, last one about a month ago
textgain
grasp textgain
19
73
bsd-3-clause
11
Essential NLP & ML, short & fast pure Python code
graph tokenizer google-api perceptron chatgpt-api naive-bayes twitter-api wsgi-server css-selectors decision-tree wikipedia-api explainable-ai bert-fine-tuning machine-learning sentiment-analysis graph-visualization k-nearest-neighbors document-object-model part-of-speech-tagger natural-language-processing
Created 2016-12-22
158 commits to master branch, last one 7 days ago
asafschers
scoruby asafschers
12
68
mit
3
Ruby Scoring API for PMML
gbm pmml ruby rubyml ruby-gem naive-bayes decision-tree random-forest classification machine-learning gradient-boosted-models gradient-boosting-classifier
Created 2016-11-12
431 commits to master branch, last one 4 years ago
ThinamXx
Fastai ThinamXx
32
63
mit
3
I will implement Fastai in each projects present in this repository.
fastai pytorch regression deeplearning decision-tree classification loss-functions transformers-models image-classification
Created 2021-06-14
234 commits to main branch, last one about a year ago
likejazz
jupyter-notebooks likejazz
30
58
unknown
7
This repo contains Jupyter Notebooks, miscellaneous stuff.
nlp keras pytorch statistics tensorflow data-science decision-tree deep-learning random-forest jupyter-notebook machine-learning
Created 2017-04-07
206 commits to master branch, last one 11 months ago
LucasBoTang
Optimal_Classification_Trees LucasBoTang
16
57
mit
3
Three MIP models for optimal classification tree: OCT, binOCT, flowOCT
mip oct binoct flowoct optimization decision-tree optimal-classification-tree
Created 2021-04-01
135 commits to main branch, last one 2 years ago
KieranCoppins
Decision-Tree-Package KieranCoppins
2
47
mit
1
An open source Unity package for creating Decision Trees with a visual editor. The package comes with some samples to help teach users how to use it and an action manager to handle executing the resul...
ai unity package unity3d graph-editor unity-editor unity-plugin decision-tree unity-package visual-editor
Created 2023-01-13
91 commits to master branch, last one 3 months ago