Topic: tensorflow

SD Times news digest: TensorFlow Probability, blockchain company comes out of stealth and Bootstrap 4.1

Google has announced a new probabilistic programming toolbox for for its machine learning framework TensorFlow. TensorFlow Probability is designed to help researchers and practitioners build sophisticated models. According to the company, this will come in handy for users looking to build a generative model of data, looking to quantify the uncertainty in predictions, trying to … continue reading

SD Times GitHub Project of the Week: Magnolia

Lab41 is currently developing a new open-source project called Magnolia. Lab41 is a research firm that aims to provide a better understanding on how to work with and use data analytics. The company’s ongoing project Magnolia  focuses on speech isolation using deep learning.  “Current technologies use expensive microphone arrays, are limited in the environments they … continue reading

Google introduces TensorFlow Hub for reusable machine learning models

Google announced new improvements to the TensorFlow developer experience at its annual TensorFlow Developer Summit last week. The company announced an improved programming model for Python developers, a new method for running Estimator models, and a new library for machine learning models. “Machine learning is solving challenging problems that impact everyone around the world. Problems … continue reading

SD Times news digest: TensorFlow 1.7 and TensorRT, TypeScript 2.8, and IntelliJ IDEA 2018.1

Google has announced that NVIDIA TensorRT, a library for optimizing deep learning models, is now being integrated with TensorFlow. TensorRT will bring a variety of FP16 and INT8 optimizations to TensorFlow. According to Google, TensorRT will automatically select “platform specific kernels to maximize throughput and minimizes latency during inference on GPUs.” In tests, the company … continue reading

Google releases Android Things Developer Preview 7

Google has announced the latest developer preview for Android Things, its platform for creating Internet of Things solutions. While primarily used for IoT, Google says the platform now also supports video and audio processing applications and on-board machine learning using TensorFlow. The Developer Preview 7 is based on Android 8.1 and supports version 11.8.0 of … continue reading

SD Times news digest: Linux 4.15 not final, TensorFlow 1.5, and Cettia 1.0.0

Linus Torvalds, the creator of Linux, has announced the release of Linux 4.15 is not yet final, so he is releasing it as rc9. The update includes: arch updates and drives as well as some core networking. “I really really wanted to just release 4.15 today, but things haven’t calmed down enough for me to … continue reading

Kubernetes releases machine learning toolkit KubeFlow

The Kubernetes project has announced the creation of a new project called Kubeflow, aimed at solving some of the challenges of deploying complicated workloads. Kubeflow is designed to make it easier to use machine learning stacks on Kubernetes. Since it relies on Kubernetes to run, it can run anywhere that Kubernetes runs, making it easy … continue reading

Google previews TensorFlow Lite

Google is giving developers a way to add machine learning models to their mobile and embedded devices. The company announced the developer preview of TensorFlow Lite. The new solution is a lightweight version of TensorFlow, the open-source software library for machine intelligence. “TensorFlow has always run on many platforms, from racks of servers to tiny … continue reading

SD Times news digest: Fast Pair for Android, TypeScript 2.6, and eager execution for TensorFlow

Google is announcing Fast Pair, a new process for pairing Bluetooth devices on multiple Android devices. It works on Android devices that are running Google Play services 11.7+ and has compatibility back to Marshmallow. It can currently be used with Google Pixel Buds or Libratrone’s Q Adapt On-Ear, with support being added soon for Plantronics … continue reading

SD Times news digest: AlphaGo Zero, GitHub’s 2017 State of the Octoverse, and Microsoft .NET Framework 4.7.1

DeepMind is introducing the latest version of its computer program AlphaGo. AlphaGo was the first artificial intelligence to defeat a world champion Go player, and the latest version, AlphaGo Zero, is a more powerful version of that, according to the team.  While AlphaGo learned by training on thousands of human games to learn to play Go, … continue reading

Kaldi speech recognition gains TensorFlow deep learning support

Kaldi, an open-source speech recognition toolkit, has been updated with integration with the open-source TensorFlow deep learning library. Developers Yishay Carmiel and Hainan Xu of Seattle-based IntelligentWire are behind the integration, and their plan is to use the combination to accelerate the advancement of automatic speech recognition (ASR) systems. IntelligentWire specializes in cloud software that … continue reading

SD Times GitHub Project of the Week: CatBoost

The artificial intelligence community is getting a new machine learning library to boost their research efforts. Yandex announced the open source of CatBoost this week. Despite its name, CatBoost has nothing to do with cats. Instead, it has to do with gradient boosting. “Gradient boosting is a machine learning algorithm that is widely applied to … continue reading

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