Best of PyTorch — 2022

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    Article
    Avatar of pointerPointer·4y

    mikeroyal/Self-Hosting-Guide: Self-Hosting Guide. Learn all about locally hosting(on premises & private web servers) and managing software applications by yourself or your organization.

    Most self-hosted software can be installed using Docker, a packaging system which allows software to bundle their configuration and dependencies. Shipwright is a WebUI to generate templates for Yacht, Portainer, Docker-Compose, and Unraid. Dozzle is a small lightweight application with a web based interface to monitor Docker logs. Diun is a tool that receive notifications when a Docker image is updated.

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    Article
    Avatar of kdnuggetsKDnuggets·3y

    24 Best (and Free) Books To Understand Machine Learning

    Machine Learning Engineer was voted one of the best jobs in the U.S. in 2019. We have compiled a list of best (and free) machine learning books that will prove helpful for everyone aspiring to build a career in the field. There is no doubt that Machine Learning has become a popular topic nowadays.

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    Article
    Avatar of pointerPointer·3y

    openai/whisper: Robust Speech Recognition via Large-Scale Weak Supervision

    Whisper Whisper is a general-purpose speech recognition model. It is trained on a large dataset of diverse audio and is also a multi-task model that can perform multilingual speech recognition. Whisper's performance varies widely depending on the import whisper model = whisper. The codebase is expected to be compatible with Python 3.7 or later and recent andrecent and recent PyTorch versions.

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    Article
    Avatar of freecodecampfreeCodeCamp·4y

    Learn PyTorch for Deep Learning – Free 25-Hour Course

    Learn PyTorch for Deep Learning: Zero to Mastery course is available online for free at learnpytorch.io. The course is comprised of 5 modules, best taken sequentially (but feel free to jump around) The focus of the course is code, code, and a willingness to learn. The magic of machine learning is building algorithms to find patterns in your own custom data.

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    Article
    Avatar of pointerPointer·4y

    microsoft/DeepSpeed: DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

    DeepSpeed trained the world's most powerful language models (MT-530B, BLOOM) Azure and DeepSpeed empower easy-to-use and high-performance model training. DeepSpeed is an important part of Microsoft’s new AI at Scale initiative to enable next-generation AI capabilities at scale. It is not tied to specific PyTorch or CUDA versions.

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    Article
    Avatar of kdnuggetsKDnuggets·4y

    The Complete Free PyTorch Course for Deep Learning

    The course PyTorch for Deep Learning & Machine Learning from freeCodeCamp is put together by machine learning stalwart Daniel Bourke. The course covers everything you need to know to get up to speed with Py Torch and deep learning.

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    Article
    Avatar of influxdbInfluxData·3y

    Time Series Forecasting with PyTorch and InfluxDB

    Time series data can be used in all kinds of industries, like the stock market, weather data, logs, and traces. In this article, you’ll learn how to Now, you need to create a bucket by navigating to Buckets from the navigation bar on the left: Then click on CREATE BUCKET. This isn’t recommended since you will need to update the bucket name.

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