Software:BigDL

From HandWiki

Revision as of 08:20, 4 March 2021 by imported>Jslovo (add)

(diff) ← Older revision | Latest revision (diff) | Newer revision → (diff)

BigDL
Developer(s)	Intel
Repository	https://github.com/intel-analytics/BigDL
Type	Library for deep learning
License	Apache 2.0^[1]
Website	bigdl-project.github.io

Machine learning and data mining

Problems Classification Clustering Regression Anomaly detection AutoML Association rules Reinforcement learning Structured prediction Feature engineering Feature learning Online learning Semi-supervised learning Unsupervised learning Learning to rank Grammar induction
Supervised learning (classification • regression) Decision trees Ensembles Bagging Boosting Random forest k-NN Linear regression Naive Bayes Artificial neural networks Logistic regression Perceptron Relevance vector machine (RVM) Support vector machine (SVM)
Clustering BIRCH CURE Hierarchical k-means Expectation–maximization (EM) DBSCAN OPTICS Mean-shift
Dimensionality reduction Factor analysis CCA ICA LDA NMF PCA t-SNE
Structured prediction Graphical models Bayes net Conditional random field Hidden Markov
Anomaly detection k-NN Local outlier factor
Artificial neural networks Autoencoder Deep learning DeepDream Multilayer perceptron RNN LSTM GRU Restricted Boltzmann machine GAN SOM Convolutional neural network U-Net
Reinforcement learning Q-learning SARSA Temporal difference (TD)
Theory Bias–variance dilemma Computational learning theory Empirical risk minimization Occam learning PAC learning Statistical learning VC theory
Machine-learning venues NeurIPS ICML ML JMLR ArXiv:cs.LG
Glossary of artificial intelligence Glossary of artificial intelligence
Related articles List of datasets for machine-learning research Outline of machine learning
v t e

BigDL^[2] is a distributed deep learning framework for Apache Spark, created by Jason Dai at Intel.

History

It is hosted at GitHub.^[3]

Features

Applications

See also

Comparison of deep learning software

References

↑ "BigDL LICENSE". GitHub. https://github.com/intel-analytics/BigDL/blob/master/LICENSE.
↑ "BigDL Project" (in en). https://bigdl-project.github.io/master/.
↑ "BigDL: Distributed Deep Learning Library for Apache Spark". GitHub. https://github.com/intel-analytics/BigDL.

External links

v t e Deep learning software
Open-source	Apache SINGA Caffe Deeplearning4j Dlib Keras Microsoft Cognitive Toolkit MXNet OpenNN PyTorch TensorFlow Theano Torch ONNX
Proprietary	Maple Neural Designer Wolfram Mathematica Apple Core ML
Category Comparison

0.00

(0 votes)

Original source: https://en.wikipedia.org/wiki/BigDL. Read more

Retrieved from "https://handwiki.org/wiki/index.php?title=Software:BigDL&oldid=335460"