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Programming Guides

Overview
Data Interfaces and Types
Schedulers
Computation Models

Collective Communication

broadcast
reduce
allgather
allreduce
regroup
push & pull
rotate

Examples

K-Means
Multiclass Logistic Regression
Latent Dirichlet Allocation (CVB)
Support Vector Machine
Random Forests
Neural Network

Applications

Latent Dirichlet Allocation (CGS)
Matrix Factorization
Subgraph Counting

Harp-DAAL

Overview
K-means
Matrix Factorization (SGD)
Recommender System (ALS)
Single Value Decomposition (SVD)
Principal Component Analysis (PCA)
Neural Network
QR Decomposition
Covariance
Low Order Moments
Naive Bayes
Linear Regression
Ridge Regression

Contributors

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Contributors
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