Popular repositories Loading

1. plranksvm plranksvm Public

   This is a parallel algorithm developed to train the linear ranksvm on shared-memory systems

   C 1

2. dlranksvm dlranksvm Public

   This is a distribued algorithm used to train the large-scale linear ranksvm on distributed systems

   C

3. subsampling subsampling Public

   This is a subsamping method used to accelerate the linear ranksvm training

   C

4. nomad-kernelmatrix nomad-kernelmatrix Public

   This is an asynchronous distributed algorithm to compute a huge-scale kernel matrix. The main feature of the algorithm is that this method can well hidden the communication costs when executing on …

   C++

5. nomad-kranksvm nomad-kranksvm Public

   This is an asynchronous distibuted method used to improve the training speed of large-scale kernel ranksvm. In fact , such an algorithm can be executed in both shared-memory and distributed systems…

   C

6. spark-svm spark-svm Public

   This is a svm classifer executed in the spark platform. Due to the high fault-tolerance and in-memory cluster compuing, spark will be a promising platform to cope with the large-scale data.

   Scala 1