boosting-algorithms

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kk7nc /Text_Classification

Star1.8k

Text Classification Algorithms: A Survey

deep-learning random-forest text-classification recurrent-neural-networks naive-bayes-classifier dimensionality-reduction logistic-regression document-classification convolutional-neural-networks text-processing decision-trees boosting-algorithms support-vector-machines hierarchical-attention-networks nlp-machine-learning conditional-random-fields k-nearest-neighbours deep-belief-network rocchio-algorithm deep-neural-network

UpdatedApr 1, 2025
Python

ptyadana /Data-Science-and-Machine-Learning-Projects-Dojo

Star511

collections of data science, machine learning and data visualization projects with pandas, sklearn, matplotlib, tensorflow2, Keras, various ML algorithms like random forest classifier, boosting, etc

data-science machine-learning natural-language-processing deep-learning tensorflow scikit-learn machine-learning-algorithms keras pandas data-visualization seaborn data-analysis boosting-algorithms probability-statistics

UpdatedMar 8, 2023
Jupyter Notebook

a-martyn /ISL-python

Star344

Solutions to labs and excercises from An Introduction to Statistical Learning, as Jupyter Notebooks.

bootstrap machine-learning random-forest linear-regression statistical-learning supervised-learning pca logistic-regression boosting-algorithms lda islr bagging

UpdatedJul 20, 2024
Jupyter Notebook

LinearBoost /linearboost-classifier

Star214

LinearBoost Classifier is a rapid and accurate classification algorithm that builds upon a very fast, linear classifier.

machine-learning classification ensemble-learning boosting-algorithms linear-models custom-classifiers

UpdatedAug 19, 2025
Python

arogozhnikov /hep_ml

Star194

Machine Learning for High Energy Physics.

python machine-learning scikit-learn neural-networks high-energy-physics boosting-algorithms splot reweighting-algorithms

UpdatedNov 1, 2025
Jupyter Notebook

egaoharu-kensei /ML-algorithms-from-scratch.-Course-for-beginners

Star100

ML-algorithms from scratch using Python. Classic Machine Learning course.

python data-science machine-learning numpy svm scikit-learn pandas seaborn pca matplotlib boosting-algorithms lda knn regression-algorithms machine-learning-course clustering-algorithms stacking-blending machine-learning-algorithms-from-scratch decision-tree-cart bagging-and-random-forest

UpdatedOct 24, 2024
Jupyter Notebook

qiyiping /gbdt

Star94

machine-learning gbdt gbm gbrt gradient-boosting-machine boosting-algorithms gradient-boosting gradient-boosting-decision-trees

UpdatedJun 19, 2022
C++

Boosting algorithms for fitting generalized linear, additive and interaction models to potentially high-dimensional data. The current relase version can be found on CRAN (http://cran.r-project.org/package=mboost).

machine-learning cran tutorials variable-selection gam modelling r-language glm r-package mboost boosting-algorithms

UpdatedNov 5, 2024
HTML

sharmaroshan /Drugs-Recommendation-using-Reviews

Star60

Analyzing the Drugs Descriptions, conditions, reviews and then recommending it using Deep Learning Models, for each Health Condition of a Patient.

machine-learning data-mining deep-learning data-visualization feature-selection recommendation-system data-analysis boosting-algorithms feature-engineering data-cleaning hybrid-model bagging

UpdatedApr 29, 2020
Jupyter Notebook

AlbertoAlmuinha /boostime

Star58

The Tidymodels Extension for Time Series Boosting Models

r time-series tidyverse forecasting boosting-algorithms tidymodels

UpdatedAug 10, 2022
R

ngchc /deepBoosting

Star57

Deep Boosting for Image Denoising in ECCV 2018 and its Real-world Extension in IEEE Transactions on Pattern Analysis and Machine Intelligence

deep-learning boosting-algorithms image-denoising real-world-images

UpdatedJun 12, 2019
Python

nuanio /xgboost-node

Star45

Run XGBoost model and make predictions in Node.js

nodejs javascript machine-learning algorithm xgboost gbdt boosting-algorithms

UpdatedOct 30, 2017
Cuda

Puneet2000 /In-Depth-ML

Star40

In depth machine learning resources

machine-learning svm probability cross-validation regression cnn kaggle gan rnn ensemble logistic-regression preprocessing decision-trees boosting-algorithms stacking linear-discriminant-analysis boosting perceptron-learning-algorithm transpose-convolution

UpdatedDec 4, 2018
Jupyter Notebook

yubin-park /bonsai-dt

Star35

Programmable Decision Tree Framework

machine-learning machine-learning-algorithms gbdt gradient-boosting-machine boosting-algorithms decision-tree boosting-tree

UpdatedJun 6, 2019
Python

bourbaki /catboost-go

Star29

Catboost Go Wrapper

golang machine-learning boosting-algorithms

UpdatedMar 19, 2018
Go

boost-R /gamboostLSS

Star27

Boosting models for fitting generalized additive models for location, shape and scale (GAMLSS) to potentially high dimensional data. The current relase version can be found on CRAN (https://cran.r-project.org/package=gamboostLSS).

machine-learning cran variable-selection r-language r-package boosting-algorithms gamboostlss gamlss