Top 15 Python Mxnet Projects

• d2l-en

  6 21,628 8.7 Python

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

  

• insightface

  34 21,230 7.7 Python

  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/

• WorkOS

  workos.com sponsored

  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.

  

• ivy

  17 14,022 10.0 Python

  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

  8 13,952 5.2 Python

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

  

• MMdnn

  3 5,780 0.0 Python

  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

  1 5,751 1.8 Python

  Gluon CV Toolkit

  

• gluonts

  4 4,277 8.7 Python

  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.

• InfluxDB

  www.influxdata.com sponsored

  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.

  

• polyaxon

  9 3,479 8.7 Python

  MLOps Tools For Managing & Orchestrating The Machine Learning LifeCycle

  

• thinc

  4 2,789 7.6 Python

  🔮 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

  1 2,037 9.7 Python

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

  

• deep-learning-containers

  1 931 9.7 Python

  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

  11 703 8.5 Python

  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

  1 250 0.0 Python

  Transfer Learning library for Deep Neural Networks.

  

• light-anime-face-detector

  1 57 1.7 Python

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

• robot

  5 51 7.2 Python

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

  

• SaaSHub

  www.saashub.com sponsored

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

  

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 - WorkOS
  workos.com | 26 Apr 2024

  The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning. Learn more →

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