Go Deep Learning

Open-source Go projects categorized as Deep Learning
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Topics: Machine Learning Golang Go neural-network Artificial intelligence
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Top 16 Go Deep Learning Projects

  • Gorgonia

    Gorgonia is a library that helps facilitate machine learning in Go.

  • determined

    Determined is an open-source machine learning platform that simplifies distributed training, hyperparameter tuning, experiment tracking, and resource management. Works with PyTorch and TensorFlow.

    • Project mention: Open Source Advent Fun Wraps Up! | dev.to | 2024-01-05

    17. Determined AI | Github | tutorial

  • WorkOS

    The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.

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  • vearch

    Distributed vector search for AI-native applications

    • Project mention: An AI Native database for embedding vectors | news.ycombinator.com | 2023-09-10

    https://github.com/vearch/vearch/blob/master/engine/index/RE...

  • aistore

    AIStore: scalable storage for AI applications

  • arena

    A CLI for Kubeflow. (by kubeflow)

    • Project mention: Volcano vs Yunikorn vs Knative | /r/kubernetes | 2023-05-03

    tldr; you should start with KubeFlow 99% of the time. The respective job scheduling workflows (including volano) can be managed with Kubeflow Arena. Vulcano is ok, but I personally prefer Nvidia's Merlin + Triton inference on top of ONNX and MS ONNX Runtime. I do like to train with GPU's on Merlin in GKE (TabularNV and HugeCTR's tbe), and run TFKeras ReLu models on CPU's with OpenVino on AWS EKS, to optimize costs a bit. I do use Kubeflow on top of TektonCD for OpenShift, while some folks do prefer Argo Workflows and Apache Airflow, in the end - it's all DAG pipelines, so doesn't really matter.

  • go-deep

    Artificial Neural Network

  • gotch

    Go binding for Pytorch C++ API (libtorch)

  • InfluxDB

    Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

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  • tensor

    package tensor provides efficient and generic n-dimensional arrays in Go that are useful for machine learning and deep learning purposes

    • Project mention: How to create YOLOv8-based object detection web service using Python, Julia, Node.js, JavaScript, Go and Rust | dev.to | 2023-05-13

    If you like to work with this output in a more convenient "Pythonic" way, there is a Gorgonia Tensor library that emulates features of NumPy in Go. You can use it to physically reshape the output to 84x400, then transpose to 8400x84 and then traverse detected objects by row.

  • cybertron

    Cybertron: the home planet of the Transformers in Go (by nlpodyssey)

  • go-ctr

    Go DeepLearning based Recommendation Framework

  • tokenizer

    NLP tokenizers written in Go language (by sugarme)

  • llama-nuts-and-bolts

    A holistic way of understanding how LLaMA and its components run in practice, with code and detailed documentation.

    • Project mention: Show HN: LLaMA Nuts and Bolts, A holistic way of understanding how LLMs run | news.ycombinator.com | 2024-03-20

  • gan-go

    Generative Adversarial Network in Go via Gorgonia

  • verbaflow

    Neural Language Model for Go

  • distributed-inference

    A project to demonstrate an approach to designing cross-language and distributed pipeline in deep learning/machine learning domain, using WebRTC and Redis Streams.

  • goslide

    SLIDE (Sub-LInear Deep learning Engine) written in Go

  • SaaSHub

    SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

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NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).

Go Deep Learning related posts

Index

What are some of the best open-source Deep Learning projects in Go? This list will help you:

Project Stars
1 Gorgonia 5,333
2 determined 2,851
3 vearch 1,904
4 aistore 1,089
5 arena 702
6 go-deep 516
7 gotch 507
8 tensor 338
9 cybertron 258
10 go-ctr 223
11 tokenizer 136
12 llama-nuts-and-bolts 103
13 gan-go 83
14 verbaflow 57
15 distributed-inference 46
16 goslide 39

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