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1. Indy500 Indy500 Public

   Distributed streaming utility based on Apache Storm for anomaly detection using Numenta's HTM

   Java 4 2

2. ARTopk ARTopk Public

   ARTopk: Allreduce-compatible Top-k adaptive gradient compression based on multi-objective optimization.

   Python

3. GraVAC GraVAC Public

   GraVAC: {Grad}ient {V}ariance-based {A}daptive {C}ompression for ML Training

   Python

4. OmniLearn OmniLearn Public

   OmniLearn: A Framework for Distributed Deep Learning over Heterogeneous Clusters

   Python

5. ScaDLES ScaDLES Public

   Code for ScaDLES: Scalable Deep Learning over Streaming data at the Edge

   Python

6. SelSync SelSync Public

   SelSync: {Sel}ective {Sync}hronization for distributed data-parallel DNN training.

   Python