Husky团队已经使用Husky's C++ API开发了许多分布式的大数据应用,包括基本的MapReduce应用,分布式机器学习和图计算。未来Husky团队将会推出更多应用。 下面给出了Husky目前可用的应用列表,它们放在examples/
目录下:
- als.cpp
- basic-pca.cpp
- bm25.cpp
- dbscan.cpp
- k-bfs.cpp
- kmeans.cpp
- linear_regression.cpp
- logistic_regression.cpp
- mf_clustering.cpp
- minhash.cpp
- pagerank-workflow.cpp
- pi-agg.cpp
- pi.cpp
- randomforest-predict-a9.cpp
- randomforest-predict-housing.cpp
- randomforest-predict-mnist8m.cpp
- randomforest-train-a9.cpp
- randomforest-train-housing.cpp
- randomforest-train-mnist8m.cpp
- sgd-nomad.cpp
- svm.cpp
- svm-dc.cpp
- svm-dso.cpp
- svm-lbfgs.cpp
- terasort.cpp
- wc-mr.cpp
- wc-mr-mongo.cpp
- wc-native.cpp
- wc-native-topk.cpp