Mxnet

Open-source projects categorized as Mxnet
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Language: + Python + C++ + Java + JavaScript + Jupyter Notebook + Kotlin + Crystal
Topics: Pytorch Deep Learning Machine Learning Tensorflow Python
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Top 23 Mxnet Open-Source Projects

  • netron

    Visualizer for neural network, deep learning and machine learning models

    • Project mention: Visualizer for neural network, deep learning and machine learning models | news.ycombinator.com | 2023-12-26

  • d2l-en

    Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.

  • 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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  • insightface

    State-of-the-art 2D and 3D Face Analysis Project

    • Project mention: Indexing iCloud Photos with AI Using LLaVA and Pgvector | news.ycombinator.com | 2024-01-22

    I haven't used it for search, but I believe Insightface's embeddings can be used for this purpose. https://insightface.ai/

  • ncnn

    ncnn is a high-performance neural network inference framework optimized for the mobile platform

    • Project mention: AMD Funded a Drop-In CUDA Implementation Built on ROCm: It's Open-Source | news.ycombinator.com | 2024-02-12

    ncnn uses Vulkan for GPU acceleration, I've seen it used in a few projects to get AMD hardware support.

    https://github.com/Tencent/ncnn

  • ivy

    The Unified AI Framework

    • Project mention: Keras 3.0 | news.ycombinator.com | 2023-11-28

    See also https://github.com/unifyai/ivy which I have not tried but seems along the lines of what you are describing, working with all the major frameworks

  • horovod

    Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.

  • DeepLearningExamples

    State-of-the-Art Deep Learning scripts organized by models - easy to train and deploy with reproducible accuracy and performance on enterprise-grade infrastructure.

  • 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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  • MMdnn

    MMdnn is a set of tools to help users inter-operate among different deep learning frameworks. E.g. model conversion and visualization. Convert models between Caffe, Keras, MXNet, Tensorflow, CNTK, PyTorch Onnx and CoreML.

  • gluon-cv

    Gluon CV Toolkit

  • DALI

    A GPU-accelerated library containing highly optimized building blocks and an execution engine for data processing to accelerate deep learning training and inference applications.

    • Project mention: [D] Will data augmentations work faster on TPUs? | /r/MachineLearning | 2023-12-07

    Another option is DALI https://github.com/NVIDIA/DALI For my project while training EfficientNet2, it was a game changer. But it a way harder to implement in code than TorchVision or Kornia.

  • gluonts

    Probabilistic time series modeling in Python

  • Deep Java Library (DJL)

    An Engine-Agnostic Deep Learning Framework in Java

  • polyaxon

    MLOps Tools For Managing & Orchestrating The Machine Learning LifeCycle

  • thinc

    đź”® A refreshing functional take on deep learning, compatible with your favorite libraries

    • Project mention: JAX – NumPy on the CPU, GPU, and TPU, with great automatic differentiation | news.ycombinator.com | 2023-09-28

    Agree, though I wouldn’t call PyTorch a drop-in for NumPy either. CuPy is the drop-in. Excepting some corner cases, you can use the same code for both. Thinc’s ops work with both NumPy and CuPy:

    https://github.com/explosion/thinc/blob/master/thinc/backend...

  • sagemaker-python-sdk

    A library for training and deploying machine learning models on Amazon SageMaker

  • mlreef

    The collaboration workspace for Machine Learning

  • deep-learning-containers

    AWS Deep Learning Containers (DLCs) are a set of Docker images for training and serving models in TensorFlow, TensorFlow 2, PyTorch, and MXNet.

    • Project mention: Deploying whisperX on AWS SageMaker as Asynchronous Endpoint | dev.to | 2024-03-31

    We are ready to create and deploy the sagemaker model on SageMaker as asynchronous endpoint using a image URI and the model data uploaded to S3. For different deployment regions and requirements, find suitable container images at AWS Deep Learning Container.

  • mosec

    A high-performance ML model serving framework, offers dynamic batching and CPU/GPU pipelines to fully exploit your compute machine

    • Project mention: 20x Faster as the Beginning: Introducing pgvecto.rs extension written in Rust | dev.to | 2023-08-06

    Mosec - A high-performance serving framework for ML models, offers dynamic batching and CPU/GPU pipelines to fully exploit your compute machine. Simple and faster alternative to NVIDIA Triton.

  • xfer

    Transfer Learning library for Deep Neural Networks.

  • light-anime-face-detector

    A fast and light-weighted anime face detection based on LFFD.

  • robot

    Functions and classes for gradient-based robot motion planning, written in Ivy. (by Transpile-AI)

  • mxnet.cr

    MXNet (AI/ML) bindings for the Crystal language.

  • nifi-djl-processor

    Apache NiFi 1.10 DJL

  • 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).

Mxnet related posts

Index

What are some of the best open-source Mxnet projects? This list will help you:

Project Stars
1 netron 26,040
2 d2l-en 21,628
3 insightface 21,230
4 ncnn 19,176
5 ivy 14,022
6 horovod 13,942
7 DeepLearningExamples 12,576
8 MMdnn 5,782
9 gluon-cv 5,751
10 DALI 4,902
11 gluonts 4,277
12 Deep Java Library (DJL) 3,830
13 polyaxon 3,479
14 thinc 2,787
15 sagemaker-python-sdk 2,037
16 mlreef 1,442
17 deep-learning-containers 931
18 mosec 701
19 xfer 250
20 light-anime-face-detector 57
21 robot 51
22 mxnet.cr 22
23 nifi-djl-processor 7

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