51 results found Sort:

autogluon
autogluon autogluon
855
7.2k
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
2,225 commits to master branch, last one 3 days ago
h2oai
h2o-3 h2oai
2.0k
6.8k
apache-2.0
384
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
32,451 commits to master branch, last one a day ago
MingchaoZhu
DeepLearning MingchaoZhu
1.3k
6.1k
mit
190
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
295
4.5k
unknown
52
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
291
3.3k
bsd-3-clause
54
Merlion: A Machine Learning Framework for Time Series Intelligence
automl forecasting time-series benchmarking machine-learning anomaly-detection ensemble-learning
Created 2021-07-28
78 commits to main branch, last one 2 months ago
benedekrozemberczki
awesome-decision-tree-papers benedekrozemberczki
339
2.3k
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 2 months ago
JuliaAI
MLJ.jl JuliaAI
156
1.7k
other
46
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
2,587 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
kingfengji
gcForest kingfengji
429
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
ZhiningLiu1998
awesome-imbalanced-learning ZhiningLiu1998
218
1.3k
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 7 months ago
reiinakano
xcessiv reiinakano
106
1.3k
apache-2.0
57
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 6 years ago
TorchEnsemble-Community
Ensemble-Pytorch TorchEnsemble-Community
93
1.0k
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
402 commits to master branch, last one about a month ago
LAMDA-NJU
Deep-Forest LAMDA-NJU
158
897
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
flennerhag
mlens flennerhag
107
835
mit
29
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
shubhomoydas
ad_examples shubhomoydas
185
835
mit
38
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 10 days ago
Minqi824
ADBench Minqi824
126
793
bsd-2-clause
16
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 10 months ago
yzhao062
combo yzhao062
107
637
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
474
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 about a month ago
kk7nc
RMDL kk7nc
124
415
gpl-3.0
24
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
82
378
mit
35
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 about a month ago
IBM
AutoMLPipeline.jl IBM
28
353
mit
13
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
541 commits to master branch, last one 2 days ago
Western-OC2-Lab
Intrusion-Detection-System-Using-Machine-Learning Western-OC2-Lab
91
348
mit
10
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 7 months ago
DataCanvasIO
HyperGBM DataCanvasIO
45
324
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
760 commits to main branch, last one 3 months ago
ZhiningLiu1998
imbalanced-ensemble ZhiningLiu1998
47
289
mit
7
🛠️ 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
180 commits to main branch, last one 3 months ago
ZhiningLiu1998
self-paced-ensemble ZhiningLiu1998
48
248
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 3 months ago
skggm
skggm skggm
44
235
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 11 months ago
moon-hotel
MachineLearningWithMe moon-hotel
41
233
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
358 commits to master branch, last one 13 days ago
benedekrozemberczki
shapley benedekrozemberczki
36
211
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 11 months ago
Western-OC2-Lab
PWPAE-Concept-Drift-Detection-and-Adaptation Western-OC2-Lab
45
195
mit
20
Data stream analytics: Implement online learning methods to address concept drift and model drift in data streams using the River library. Code for the paper entitled "PWPAE: An Ensemble Framework for...
iot drift lightgbm cicids2017 data-stream concept-drift streaming-data change-detector drift-detection online-learning machine-learning adaptive-learning anomaly-detection ensemble-learning iot-data-analytics real-time-analytics intrusion-detection-system
Created 2021-08-16
33 commits to main branch, last one 12 months ago
dice-group
FOX dice-group
52
188
agpl-3.0
27
Federated Knowledge Extraction Framework
linked-data ensemble-learning relation-extraction named-entity-recognition
Created 2013-08-22
976 commits to master branch, last one 7 months ago