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

Community
Contributors
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