Python Mxnet

Open-source Python projects categorized as Mxnet

Top 14 Python Mxnet Projects

  • 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.

  • 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

  • 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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  • horovod

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

  • 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

  • gluonts

    Probabilistic time series modeling in Python

  • Project mention: Show HN: Auto Wiki v2 – Turn your codebase into a Wiki now with diagrams | news.ycombinator.com | 2024-04-23

    https://github.com/awslabs/gluonts is a great candidate for a sample wiki. It is an OSS lib, not great documentation, very hard to RTFM (unlike, say, sklearn which already has a great wiki), doubtful that awslabs would pay to produce.

  • polyaxon

    MLOps Tools For Managing & Orchestrating The Machine Learning LifeCycle

  • SaaSHub

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  • thinc

    🔮 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

  • 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)

  • SaaSHub

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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).

Python Mxnet related posts

  • Indexing iCloud Photos with AI Using LLaVA and Pgvector

    2 projects | news.ycombinator.com | 22 Jan 2024
  • InsightFace are trying to kill off AI competitors on YouTube

    1 project | /r/StableDiffusion | 17 Nov 2023
  • FaceFusion: Next generation face swapper and enhancer

    3 projects | news.ycombinator.com | 26 Aug 2023
  • Can I detect the physical orientation of a person using OpenCV?

    1 project | /r/MLQuestions | 12 Jul 2023
  • Running Deepsight / Insightface on a linode server

    1 project | /r/pythontips | 6 Jul 2023
  • How can Stable Diffusion help with blurs around edges for face swaps? Any ideas are welcome

    1 project | /r/StableDiffusion | 28 Jun 2023
  • Open source software has gotten a lot better at having smooth swaps. Below is what i got.

    2 projects | /r/faceswap | 28 Jun 2023
  • A note from our sponsor - InfluxDB
    www.influxdata.com | 30 May 2024
    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. Learn more →

Index

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

Project Stars
1 d2l-en 21,987
2 ivy 14,027
3 horovod 13,995
4 MMdnn 5,783
5 gluon-cv 5,751
6 gluonts 4,363
7 polyaxon 3,497
8 thinc 2,800
9 sagemaker-python-sdk 2,057
10 deep-learning-containers 941
11 mosec 712
12 xfer 250
13 light-anime-face-detector 58
14 robot 51

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