55 results found Sort:

autogluon
autogluon autogluon
930
8.1k
apache-2.0
97
Fast and Accurate ML in 3 Lines of Code
gluon automl python pytorch autogluon forecasting time-series data-science scikit-learn tabular-data deep-learning computer-vision structured-data machine-learning object-detection ensemble-learning transfer-learning automated-machine-learning hyperparameter-optimization natural-language-processing
Created 2019-07-29
2,400 commits to master branch, last one a day ago
h2oai
h2o-3 h2oai
2.0k
6.9k
apache-2.0
387
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-Me...
r gbm gpu h2o pca java spark automl hadoop python big-data h2o-automl opensource distributed naive-bayes data-science deep-learning random-forest machine-learning ensemble-learning
Created 2014-03-03
32,553 commits to master branch, last one 7 days ago
MingchaoZhu
DeepLearning MingchaoZhu
1.3k
6.5k
mit
193
Python for《Deep Learning》，该书为《深度学习》(花书) 数学推导、原理剖析与源码级别代码实现
python xgboost bayesian deep-learning regularization machine-learning ensemble-learning
Created 2020-02-27
27 commits to master branch, last one 4 years ago
BoltzmannEntropy
interviews.ai BoltzmannEntropy
298
4.5k
unknown
53
It is my belief that you, the postgraduate students and job-seekers for whom the book is primarily meant will benefit from reading it; however, it is my hope that even the most experienced researchers...
jax jobs python pytorch autograd data-science deep-learning loss-functions graduate-school machine-learning pytorch-tutorial ensemble-learning feature-extraction information-theory bayesian-statistics logistic-regression interview-preparation artificial-intelligence convolutional-neural-networks
Created 2021-09-30
70 commits to main branch, last one 2 years ago
salesforce
Merlion salesforce
300
3.4k
bsd-3-clause
58
Merlion: A Machine Learning Framework for Time Series Intelligence
automl forecasting time-series benchmarking machine-learning anomaly-detection ensemble-learning
Created 2021-07-28
82 commits to main branch, last one 5 months 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
JuliaAI
MLJ.jl JuliaAI
157
1.8k
other
48
A Julia machine learning framework
julia tuning pipeline stacking pipelines clustering regression statistics data-science classification machine-learning ensemble-learning tuning-parameters predictive-modeling
Created 2018-08-01
2,631 commits to dev branch, last one 17 days ago
justmarkham
DAT8 justmarkham
1.1k
1.6k
unknown
113
General Assembly's 2015 Data Science course in Washington, DC
course pandas python clustering naive-bayes data-science scikit-learn web-scraping data-analysis data-cleaning decision-trees jupyter-notebook machine-learning model-evaluation ensemble-learning linear-regression data-visualization logistic-regression regular-expressions natural-language-processing
Created 2015-08-07
119 commits to master branch, last one 8 years ago
ZhiningLiu1998
awesome-imbalanced-learning ZhiningLiu1998
225
1.4k
cc0-1.0
44
😎 Everything about class-imbalanced/long-tail learning: papers, codes, frameworks, and libraries | 有关类别不平衡/长尾学习的一切：论文、代码、框架与库
awesome fair-ml fairness-ml skewed-data awesome-list deep-learning class-imbalance imbalanced-data machine-learning ensemble-learning imbalanced-classes imbalanced-learning imbalanced-classification
Created 2020-03-05
52 commits to master branch, last one about a year ago
kingfengji
gcForest kingfengji
425
1.3k
unknown
89
This is the official implementation for the paper 'Deep forest: Towards an alternative to deep neural networks'
deep-forest random-forest machine-learning ensemble-learning
Created 2017-06-01
27 commits to master branch, last one 3 years ago
reiinakano
xcessiv reiinakano
105
1.3k
apache-2.0
55
A web-based application for quick, scalable, and automated hyperparameter tuning and stacked ensembling in Python.
data-science scikit-learn machine-learning ensemble-learning stacked-ensembles automated-machine-learning hyperparameter-optimization
Created 2017-03-07
316 commits to master branch, last one 7 years ago
TorchEnsemble-Community
Ensemble-Pytorch TorchEnsemble-Community
95
1.1k
bsd-3-clause
11
A unified ensemble framework for PyTorch to improve the performance and robustness of your deep learning model.
bagging pytorch ensemble deeplearning deep-learning neural-networks pytorch-tutorial ensemble-learning gradient-boosting voting-classifier
Created 2019-09-11
404 commits to master branch, last one 5 months ago
LAMDA-NJU
Deep-Forest LAMDA-NJU
161
915
other
20
An Efficient, Scalable and Optimized Python Framework for Deep Forest (2021.2.1)
python deep-forest random-forest machine-learning ensemble-learning
Created 2021-01-27
122 commits to master branch, last one about a year ago
Minqi824
ADBench Minqi824
136
880
bsd-2-clause
17
Official Implement of "ADBench: Anomaly Detection Benchmark", NeurIPS 2022.
python benchmark data-mining data-sicence deep-learning neural-networks machine-learning anomaly-detection ensemble-learning outlier-detection supervised-learning unsupervised-learning semi-supervised-learning
Created 2022-06-05
117 commits to main branch, last one about a year ago
shubhomoydas
ad_examples shubhomoydas
185
849
mit
37
A collection of anomaly detection methods (iid/point-based, graph and time series) including active learning for anomaly detection/discovery, bayesian rule-mining, description for diversity/explanatio...
gan rnn lstm trees anogan nettack streaming timeseries autoencoder time-series explaination unsuperivsed concept-drift active-learning interpretability anomaly-detection ensemble-learning adversarial-attacks graph-convolutional-networks generative-adversarial-network
Created 2017-11-03
466 commits to master branch, last one 6 months ago
flennerhag
mlens flennerhag
109
848
mit
28
ML-Ensemble – high performance ensemble learning
stack python ensemble learners stacking ensembles machine-learning ensemble-learning
Created 2017-01-10
879 commits to master branch, last one 4 years ago
vecxoz
vecstack vecxoz
83
686
other
21
Python package for stacking (machine learning technique)
bagging blending ensemble stacking ensembling explain-stacking machine-learning ensemble-learning stacking-tutorial stacked-generalization
Created 2016-11-08
189 commits to master branch, last one 5 years ago
yzhao062
combo yzhao062
107
642
bsd-2-clause
30
(AAAI' 20) A Python Toolbox for Machine Learning Model Combination
python aggregation data-mining data-science machine-learning ensemble-learning model-combination pipeline-framework machine-learning-pipelines
Created 2019-07-14
210 commits to master branch, last one about a year ago
scikit-learn-contrib
DESlib scikit-learn-contrib
106
481
bsd-3-clause
13
A Python library for dynamic classifier and ensemble selection
diversity dynamic-ensembles dynamic-selection ensemble-learning diversity-measures ensemble-selection ensemble-prediction classifier-ensembles
Created 2017-12-08
282 commits to master branch, last one 7 months ago
kk7nc
RMDL kk7nc
123
426
gpl-3.0
22
RMDL: Random Multimodel Deep Learning for Classification
cnn dnn rnn keras multimodel tensorflow data-mining text-mining deep-learning classification machine-learning ensemble-learning text-classification deep-neural-networks image-classification information-retrieval recurrent-neural-networks convolutional-neural-networks
Created 2017-10-23
516 commits to master branch, last one about a year ago
Western-OC2-Lab
Intrusion-Detection-System-Using-Machine-Learning Western-OC2-Lab
110
420
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
mdabros
SharpLearning mdabros
85
384
mit
38
Machine learning for C# .Net
csharp dotnet machine metrics adaboost learning opensource neural-nets deep-learning random-forest decision-trees cross-validation machine-learning ensemble-learning gradient-boosting-machine
Created 2017-02-14
615 commits to master branch, last one 7 months ago
IBM
AutoMLPipeline.jl IBM
28
359
mit
12
A package that makes it trivial to create and evaluate machine learning pipeline architectures.
julia automl chaining pipeline stacking data-mining data-science classification machine-learning ensemble-learning symbolic-pipeline pipeline-structure scikitlearn-wrapper symbolic-expressions pipeline-optimization data-mining-algorithms machine-learning-models
Created 2020-02-25
548 commits to master branch, last one 16 days ago
ZhiningLiu1998
imbalanced-ensemble ZhiningLiu1998
51
337
mit
8
🛠️ Class-imbalanced Ensemble Learning Toolbox. | 类别不平衡/长尾机器学习库
python python3 sklearn ensemble long-tail data-mining data-science scikit-learn classification ensemble-model class-imbalance imbalanced-data machine-learning ensemble-learning imbalanced-learning imbalanced-classification multi-class-classification ensemble-imbalanced-learning
Created 2021-03-10
189 commits to main branch, last one 5 months ago
DataCanvasIO
HyperGBM DataCanvasIO
46
337
apache-2.0
15
A full pipeline AutoML tool for tabular data
gbm dask automl sklearn xgboost catboost lightgbm rapidsai datacleaning fullpipeline tabular-data preprocessing pseudo-labeling dask-distributed gpu-acceleration ensemble-learning distributed-training adversarial-validation semi-supervised-learning
Created 2020-10-22
763 commits to main branch, last one 5 months ago
ZhiningLiu1998
self-paced-ensemble ZhiningLiu1998
49
252
mit
7
[ICDE'20] ⚖️ A general, efficient ensemble framework for imbalanced classification. | 泛用，高效，鲁棒的类别不平衡学习框架
pypi python3 ensemble classification ensemble-model class-imbalance imbalanced-data ensemble-methods imbalanced-learn machine-learning ensemble-learning imbalanced-learning imbalance-classification
Created 2019-09-05
73 commits to master branch, last one 9 months ago
moon-hotel
MachineLearningWithMe moon-hotel
47
250
unknown
5
A repository contains more than 12 common statistical machine learning algorithm implementations. 常见机器学习算法原理与实现
hca knn pca svm cart gbdt python kd-tree adaboost clustering naive-bayes self-training svm-classifier machine-learning dbscan-clustering ensemble-learning hierarchical-clustering decision-tree-classifier machine-learning-algorithms
Created 2020-03-31
386 commits to master branch, last one 2 months ago
skggm
skggm skggm
44
243
mit
11
Scikit-learn compatible estimation of general graphical models
skggm scikit-learn nonparametric graphical-lasso graphical-models machine-learning precision-matrix rank-correlation covariance-matrix ensemble-learning concentration-graph general-graphical-models gaussian-graphical-models
Created 2016-06-11
703 commits to develop branch, last one about a year ago
EnnengYang
Awesome-Model-Merging-Methods-Theories-Applications EnnengYang
10
218
unknown
4
Model Merging in LLMs, MLLMs, and Beyond: Methods, Theories, Applications and Opportunities. arXiv:2408.07666.
llms robustness model-fusion meta-learning model-merging attack-defense generalization diffusion-models generative-model knowledge-fusion ensemble-learning few-shot-learning foundation-models transfer-learning continual-learning federated-learning zero-shot-learning multi-task-learning large-language-models multi-domain-learning
Created 2024-06-19
109 commits to main branch, last one 6 days ago
benedekrozemberczki
shapley benedekrozemberczki
35
218
mit
6
The official implementation of "The Shapley Value of Classifiers in Ensemble Games" (CIKM 2021).
owen shapley ensemble classifier game-theory voting-game deep-learning random-forest shapley-value explainable-ai explainable-ml machine-learning ensemble-learning voting-classifier game-theory-toolbox weighted-voting-games random-forest-classifier
Created 2020-01-30
357 commits to master branch, last one about a year ago