Software:BigDL

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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
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