Aaron Saxton from NCSA gave this talk at the Blue Waters Symposium. "Blue Waters currently supports TensorFlow 1.3, PyTorch 0.3.0 and we hope to support CNTK and Horovod in the near future. This ...

Python has become the most popular data science and machine learning programming language. But in order to obtain effective data and results, it’s important that you have a basic understanding of how ...

Nvidia wants to extend the success of the GPU beyond graphics and deep learning to the full data science experience. Open source Python library Dask is the key to this.

The future of machine learning is distributed If you are familiar with ML model deployment, you may know about PMML and PFA. PMML and PFA are existing standards for packaging ML models for deployment.

By integrating LoRa technology with distributed machine learning, the network connectivity of green intelligent transportation systems can be optimized.

Microsoft today announced the release of a new open-source machine learning toolkit that goes by the name DMTK. The toolkit contains a framework for training models on multiple servers, a topic ...

The company also argues that this allows it to train large models that are bigger than the individual GPU memory capacity of a single machine. There’s a financial aspect to this, too, because ...

More information: Faye Orcales et al, Using genomic data and machine learning to predict antibiotic resistance: A tutorial paper, PLOS Computational Biology (2024). DOI: 10.1371/journal.pcbi.1012579 ...