Tag: TensorFlow
May 1, 2020 |
IBM has released a new open source toolkit with AI extensions to the popular Jupyter Notebooks data science development platform.
The Elyra AI Toolkit extends the industry standard JupyterLab user interface with the goal of simplifying development of AI and other data science models. Read more…
Jan 27, 2020 |
There’s no shortage of resources and tools for developing machine learning algorithms. But when it comes to putting those algorithms into production for inference, outside of AWS’s popular SageMaker, there’s not a lot to choose from. Read more…
Dec 9, 2019 |
One of the biggest roadblocks that could prevent the widespread adoption of AI is explaining how it works. Deep neural networks, in particular, are extremely complex and resist clear description, which is a problem when it comes to ensuring that decisions made by AI are made fairly and free of human bias. Read more…
Oct 16, 2019 |
The cloud is a hot spot for big data lakes these days, thanks largely to the greater technological simplicity and lower upfront costs of getting started in the public cloud. Read more…
Sep 4, 2019 |
An effort to bring structure and meaning to huge volumes of varied data is being used to improve training of neural networks.
The technique, dubbed Neural Structured Learning (NSL) attempts to leverage what developers call “structured signals.” In model training, those signals represent the connections or similarities among labeled and unlabeled data samples. Read more…
Jul 2, 2019 |
A new AI programming language seeks to ease the process of writing inference algorithms and other predictive models without the hassle of grinding out complicated equations and code.
Among the goals of the probabilistic programming system dubbed “Gen” is making it easier for coding novices to write models and algorithms for broader AI applications such as computer vision and robotics. Read more…
May 22, 2019 |
Facebook has released to open-source developers a deep learning framework that does double duty for computer vision and language tasks.
Built on its PyTorch framework, Facebook is positioning Pythia as supporting “multitasking” for vision and language “multimodal AI models.” Among its capabilities are identifying visual data and automatically generating image captions, company developers said this week. Read more…
Apr 16, 2019 |
Quobyte designed its file system with scalability in mind. It also designed it to handle multiple types of files and workload without burdening human administrators with extra complexity. Both of those characteristics are at play with today’s addition of a TensorFlow plug-in for machine learning workloads on the Quobyte Data Center File System. Read more…
Apr 4, 2019 |
We do not usually associate artificial intelligence (AI) with creativity. Generally, AI algorithms are used to automatize repetitive tasks or predict new outcomes based on previously seen examples. The creative process can sometimes be repetitive and tedious, too. Read more…
Apr 3, 2019 |
Apache Spark is one of the most widely used tools in the big data space, and will continue to be a critical piece of the technology puzzle for data scientists and data engineers for the foreseeable future. Read more…
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