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PASA Lab of Nanjing University's Projects

adamcl icon adamcl

PyTorch implementation of AdaCML

benu icon benu

Distributed Subgraph Enumeration via Backtracking-based Framework

bigdl icon bigdl

BigDL: Distributed Deep Learning Library for Apache Spark

bigspa icon bigspa

A framework for large-sacle static program analysis.

cichlid icon cichlid

Cichlid is a distributed RDFS & OWL reasoning system based on Spark.

coral icon coral

Coral: Federated Query Join Order Optimization Based on Deep Reinforcement Learning

dfs-perf icon dfs-perf

A general performance test framework for Distributed File System

dgst icon dgst

DGST: Efficient and Scalable Generalized Suffix Tree Construction on Apache Spark

dolphin icon dolphin

Dolphin - a Deep Learning on MIC architecture Project.

eaafe icon eaafe

The codes for paper "Evolutionary Automated Feature Engineering"

finnor icon finnor

FinNOR: Toward Large-scale Pairwise Vertex Similarity Calculation on Distributed Data-parallel Platforms

forestlayer icon forestlayer

ForestLayer: Efficient and scalable deep forest learning library based on Ray

hagnn icon hagnn

Hybrid Aggregation for Heterogeneous Graph Neural Networks

liquid icon liquid

Intelligent Resource Requirement Estimation and Scheduling for Deep Learning Jobs on Distributed GPU Clusters

magpie icon magpie

Efficient Big Data Query System Parameter Optimization based on Pre-selection and Search Pruning Approach

marlin icon marlin

A Distributed Matrix Operations Library Built on Top of Spark

octopus-df icon octopus-df

A cross-platfrom pandas-like Dataframe based on Pandas, Spark and Dask.

oles icon oles

The implemention of Operation-Level Early Stopping for Robustifying Differentiable NAS

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