30 results found Sort:

RubixML
ML RubixML
188
2.1k
mit
60
A high-level machine learning and deep learning library for the PHP language.
ai php php-ai php-ml algorithm analytics clustering prediction regression data-science deep-learning classification neural-network cross-validation machine-learning anomaly-detection php-machine-learning artificial-intelligence machine-learning-library natural-language-processing
Created 2018-02-14
2,063 commits to master branch, last one 10 days ago
trent-b
iterative-stratification trent-b
74
861
bsd-3-clause
6
scikit-learn cross validators for iterative stratification of multilabel data
multilabel scikit-learn stratification cross-validation multilabel-classification
Created 2018-02-04
60 commits to master branch, last one 5 months ago
mdabros
SharpLearning mdabros
86
393
mit
37
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
618 commits to master branch, last one about a month ago
WenjieZ
TSCV WenjieZ
42
254
bsd-3-clause
10
Time Series Cross-Validation -- an extension for scikit-learn
backtesting time-series data-science model-selection cross-validation machine-learning tuning-parameters hyperparameter-optimization
Created 2019-05-14
56 commits to master branch, last one 2 years ago
sharmaroshan
Twitter-Sentiment-Analysis sharmaroshan
123
244
gpl-3.0
3
It is a Natural Language Processing Problem where Sentiment Analysis is done by Classifying the Positive tweets from negative tweets by machine learning models for classification, text mining, text a...
eda nlp hashtags wordcloud bag-of-words datacleaning data-analysis classification count-vectorizer cross-validation machine-learning data-visualization evaluation-metrics sentiment-analysis
Created 2019-03-31
10 commits to master branch, last one 5 years ago
Alex-Lekov
AutoML_Alex Alex-Lekov
43
229
mit
7
State-of-the art Automated Machine Learning python library for Tabular Data
ml automl python auto-ml sklearn xgboost stacking data-science optimisation model-selection cross-validation machine-learning stacking-ensemble data-science-projects hyperparameter-tuning machine-learning-models machine-learning-library automatic-machine-learning hyperparameter-optimization
Created 2020-05-09
165 commits to master branch, last one 2 years ago
stan-dev
loo stan-dev
34
153
other
19
loo R package for approximate leave-one-out cross-validation (LOO-CV) and Pareto smoothed importance sampling (PSIS)
stan bayes bayesian r-package bayesian-methods cross-validation model-comparison bayesian-inference bayesian-statistics information-criterion bayesian-data-analysis
Created 2015-06-14
1,272 commits to master branch, last one 2 days ago
heidelbergcement
hcrystalball heidelbergcement
20
151
mit
10
A library that unifies the API for most commonly used libraries and modeling techniques for time-series forecasting in the Python ecosystem.
tbats sktime sarimax sklearn wrapper pmdarima fbprophet sklearn-api statsmodels time-series transformer data-science model-selection sklearn-library cross-validation sklearn-compatible time-series-forecasting
Created 2020-06-29
284 commits to master branch, last one 3 years ago
autoreject
autoreject autoreject
58
142
bsd-3-clause
11
Automated rejection and repair of bad trials/sensors in M/EEG
meg mne-python preprocessing cross-validation electroencephalography magnetoencephalography
Created 2016-05-23
565 commits to main branch, last one 4 months ago
rvalavi
blockCV rvalavi
23
113
gpl-3.0
6
The blockCV package creates spatially or environmentally separated training and testing folds for cross-validation to provide a robust error estimation in spatially structured environments. See
r rstats spatial r-package cross-validation spatial-modelling spatial-cross-validation species-distribution-modelling
Created 2018-01-05
285 commits to master branch, last one 5 months ago
raamana
neuropredict raamana
27
102
apache-2.0
9
Easy and comprehensive assessment of predictive power, with support for neuroimaging features
report nilearn easy-to-use neuroimaging scikit-learn tractography resting-state anatomical-mri cross-validation machine-learning structural-imaging pattern-recognition tract-based-statistics functional-connectivity
Created 2017-03-02
697 commits to master branch, last one about a year ago
zyl200846
3D-UNet-PyTorch-Implementation zyl200846
24
101
mit
3
The implementation of 3D-UNet using PyTorch
unet 3d-unet pytorch 3d-segmentation volumetric-data cross-validation semantic-segmentation pytorch-implementation
Created 2019-09-04
19 commits to master branch, last one about a month ago
gmontamat
gentun gmontamat
19
88
apache-2.0
4
Hyperparameter tuning for machine learning models using a distributed genetic algorithm
keras xgboost tensorflow grid-search scikit-learn gene-encoding master-worker cross-validation machine-learning genetic-algorithm genetic-algorithms distributed-algorithm hyperparameter-tuning hyperparameter-optimization convolutional-neural-networks distributed-genetic-algorithm
Created 2017-11-29
316 commits to develop branch, last one 6 months ago
mljs
libsvm mljs
14
85
bsd-3-clause
6
LIBSVM for the browser and nodejs :fire:
svm libsvm emscripten regression classification cross-validation support-vector-machine
Created 2017-02-19
176 commits to master branch, last one 6 years ago
GDSL-UL
san GDSL-UL
19
83
unknown
10
Spatial Modelling for Data Scientists
r book maps moran-i r-spatial data-science cross-validation spatial-analysis multilevel-models spatial-econometrics geographically-weighted-regression
Created 2020-02-03
177 commits to master branch, last one 11 months ago
Pradnya1208
Telecom-Customer-Churn-prediction Pradnya1208
22
74
unknown
2
Customers in the telecom industry can choose from a variety of service providers and actively switch from one to the next. With the help of ML classification algorithms, we are going to predict the Ch...
numpy pandas plotly python roc-auc sklearn gridsearchcv classification cross-validation machine-learning model-evaluation feature-engineering customer-churn-analysis classification-algorithm customer-churn-prediction
Created 2021-09-20
93 commits to main branch, last one 3 years ago
deadskull7
One-Stop-for-COVID-19-Infection-and-Lung-Segmentation-plus-Classification deadskull7
27
69
mit
0
✋🏼🛑 This one stop project is a complete COVID-19 detection package comprising of 3 tasks: • Task 1 --> COVID-19 Classification • Task 2 --> COVID-19 Infection Segmentation • Task 3 --> Lung Segmenta...
iou dice recall covid-19 threshold healthcare coronavirus segmentation auc-roc-curve classification computer-vision confusion-matrix cross-validation image-processing machine-learning image-enhancement deep-neural-networks cyclical-learning-rates unet-image-segmentation convolutional-neural-networks
Created 2020-06-22
10 commits to master branch, last one 3 years ago
hongooi73
glmnetUtils hongooi73
18
65
unknown
6
Utilities for glmnet
r lasso glmnet cross-validation regression-models
Created 2015-03-31
106 commits to master branch, last one about a year ago
mariostrbac
environmental-sound-classification mariostrbac
18
65
mit
1
Environmental sound classification with Convolutional neural networks and the UrbanSound8K dataset.
keras librosa pytorch cnn-model spectrograms urbansound8k cross-validation data-augmentation environmental-sounds sound-classification
Created 2020-11-24
5 commits to main branch, last one 3 years ago
BCG-X-Official
sklearndf BCG-X-Official
7
63
apache-2.0
7
DataFrame support for scikit-learn.
python data-science model-selection cross-validation machine-learning pandas-dataframe feature-traceability hyper-parameter-tuning
Created 2020-08-05
1,834 commits to 2.3.x branch, last one about a year ago
sraashis
deepdyn sraashis
22
63
mit
4
pytorch implementation of paper https://www.frontiersin.org/articles/10.3389/fcomp.2020.00035/full
unet u-net pytorch fundus-image multiple-gpu computer-vision image-procesing cross-validation graph-algorithms machine-learning custom-dataloader vessel-segmentation pytorch-vizualization pytorch-implementation custom-data-loader-pytorch retinal-vessel-segmentation universal-pytorch-framework centralized-image-processing convolutional-neural-networks
Created 2017-09-11
1,274 commits to master branch, last one 4 years ago
RubixML
CIFAR-10 RubixML
9
59
mit
8
Use the famous CIFAR-10 dataset to train a multi-layer neural network to recognize images of cats, dogs, and other things.
php php-ai php-ml cifar-10 pipeline rubix-ml tutorial deep-learning neural-network computer-vision example-project cross-validation machine-learning object-detection image-recognition deep-neural-networks image-classification php-machine-learning artificial-intelligence machine-learning-tutorial
Created 2019-04-14
33 commits to master branch, last one 3 years ago
mlr-org
mlr3spatiotempcv mlr-org
9
51
lgpl-3.0
13
Spatiotemporal resampling methods for mlr3
r mlr3 spatial temporal r-package resampling cross-validation resampling-methods
Created 2018-11-16
1,107 commits to main branch, last one 3 months ago
PacktWorkshops
The-Deep-Learning-with-Keras-Workshop PacktWorkshops
91
51
mit
10
An Interactive Approach to Understanding Deep Learning with Keras
keras scalars vectors regression tensorflow model-tuning scikit-learn classification decision-trees regularization cross-validation machine-learning model-evaluation k-means-clustering logistic-regression hyperparameter-tuning linear-transformation support-vector-machine artificial-neural-networks magnetic-resonance-imaging
Created 2019-12-05
133 commits to master branch, last one 4 years ago
tlverse
hal9001 tlverse
15
50
gpl-3.0
4
🤠 📿 The Highly Adaptive Lasso
cross-validation lasso-regression nonparametric-regression machine-learning-algorithms
Created 2017-08-15
550 commits to master branch, last one 4 months ago
SamComber
spacv SamComber
14
45
bsd-3-clause
3
Spatial cross-validation in Python.
python sklearn data-science scikit-learn cross-validation machine-learning spatial-data-science geographic-data-science scikitlearn-machine-learning
Created 2020-06-12
64 commits to master branch, last one 4 years ago
DidierRLopes
timeseries-cv DidierRLopes
10
44
mit
3
Time-Series Cross-Validation Module
python cross-validation timeseries-analysis
Created 2020-01-26
56 commits to master branch, last one 3 years ago
brainhack-school2020
abide-fmri brainhack-school2020
13
40
cc0-1.0
5
Repository for the Brainhack School 2020 team working with fMRI and ABIDE data to train machine learning models.
fmri autism plotly nilearn abide-data cv-classifier brainhack-school cross-validation jupyter-notebooks preparation-script project-management resting-state-fmri reproducible-science kfold-cross-validation group-kfold-cross-validation scikitlearn-machine-learning support-vector-classification leave-one-out-cross-validation
Created 2020-05-25
108 commits to master branch, last one 5 months ago
FBruzzesi
timebasedcv FBruzzesi
1
38
mit
2
Time based splits for cross validation
python time-series data-science cross-validation time-series-analysis
Created 2023-07-17
73 commits to main branch, last one 5 days ago
tstran155
Optimization-of-building-energy-consumption tstran155
6
27
unknown
1
This repo demonstrates how to build a surrogate (proxy) model by multivariate regressing building energy consumption data (univariate and multivariate) and use (1) Bayesian framework, (2) Pyomo packag...
hvac ipopt pymoo pyomo nsga-ii deterministic gurobi-solver sobol-indices building-energy cross-validation xgboost-regression bayesian-optimization nonlinear-optimization multivariate-regression probabilistic-inference stochastic-optimization latin-hypercube-sampling machine-learning-algorithms multi-objective-optimization genetic-optimization-algorithm
Created 2023-02-18
66 commits to main branch, last one 2 years ago