Google is releasing a new research framework for prototyping reinforcement learning algorithms. Dopamine is a Tensorflow-based framework designed with ease-of-use, reproducibility, and benchmarking in mind. Along with the framework, the company will provide a set of colabs for using the framework. For ease-of-use, Google will provide code that is compact and well-documented. For reproducibility, the … continue reading
Sumo Logic is unveiling the release of 11 Google Cloud Platform applications and new integrations with the open-source machine learning library TensorFlow ahead of the Google Cloud Next 2018 conference in San Francisco tomorrow. The integrations are designed to provide business, operational and security insights with today’s modern apps and infrastructure. “As today’s modern businesses … continue reading
Amazon is giving Alexa developers a chance to make money with the announcement of new forms of monetization. According to the company, this would help bring new, engaging and high quality experiences in front of customers while providing developers with ways to earn money for their skills. First, developers can start making money by selling … continue reading
Google has announced that Swift for TensorFlow is now officially an open source project on GitHub. Swift for TensorFlow was initially announced and demoed last month at the TensorFlow Developer Summit. “Our approach is a new and different way to use TensorFlow, opening new design opportunities and new avenues for solving existing problems. Though the … continue reading
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
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 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
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 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
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
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 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
