56 results found Sort:

autogluon
autogluon autogluon
937
8.2k
apache-2.0
98
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
2,434 commits to master branch, last one a day ago
h2oai
h2o-3 h2oai
2.0k
7.0k
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
32,554 commits to master branch, last one 3 days ago
MingchaoZhu
DeepLearning MingchaoZhu
1.3k
6.6k
mit
192
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
297
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
304
3.4k
bsd-3-clause
59
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 6 months ago
benedekrozemberczki
awesome-decision-tree-papers benedekrozemberczki
335
2.4k
cc0-1.0
132
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 9 months ago
JuliaAI
MLJ.jl JuliaAI
156
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
2,640 commits to dev branch, last one a day 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
226
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
96
1.1k
bsd-3-clause
12
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 6 months ago
LAMDA-NJU
Deep-Forest LAMDA-NJU
162
929
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
137
887
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 7 months ago
flennerhag
mlens flennerhag
109
849
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
689
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
106
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 8 months ago
Western-OC2-Lab
Intrusion-Detection-System-Using-Machine-Learning Western-OC2-Lab
113
432
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
kk7nc
RMDL kk7nc
122
427
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
mdabros
SharpLearning mdabros
86
387
mit
39
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 8 months ago
IBM
AutoMLPipeline.jl IBM
28
360
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 about a month ago
DataCanvasIO
HyperGBM DataCanvasIO
46
343
apache-2.0
16
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 6 months ago
ZhiningLiu1998
imbalanced-ensemble ZhiningLiu1998
52
340
mit
9
🛠️ 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 6 months ago
EnnengYang
Awesome-Model-Merging-Methods-Theories-Applications EnnengYang
11
262
unknown
6
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
142 commits to main branch, last one 2 days ago
ZhiningLiu1998
self-paced-ensemble ZhiningLiu1998
49
255
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 10 months ago
moon-hotel
MachineLearningWithMe moon-hotel
47
252
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 3 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
benedekrozemberczki
shapley benedekrozemberczki
35
219
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