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Polyaxon
ByPolyaxonPolyaxon

Polyaxon

#12in AI Infrastructure
Stacks11Discussions0
Followers65
OverviewDiscussions

What is Polyaxon?

An enterprise-grade open source platform for building, training, and monitoring large scale deep learning applications.

Polyaxon is a tool in the AI Infrastructure category of a tech stack.

Polyaxon Pros & Cons

Pros of Polyaxon

  • ✓API
  • ✓Cli
  • ✓Notebook integration
  • ✓Python Client
  • ✓Streamlit integration
  • ✓Tensorboard integration
  • ✓VSCode integration

Cons of Polyaxon

No cons listed yet.

Polyaxon Alternatives & Comparisons

What are some alternatives to Polyaxon?

TensorFlow

TensorFlow

TensorFlow is an open source software library for numerical computation using data flow graphs. Nodes in the graph represent mathematical operations, while the graph edges represent the multidimensional data arrays (tensors) communicated between them. The flexible architecture allows you to deploy computation to one or more CPUs or GPUs in a desktop, server, or mobile device with a single API.

PyTorch

PyTorch

PyTorch is not a Python binding into a monolothic C++ framework. It is built to be deeply integrated into Python. You can use it naturally like you would use numpy / scipy / scikit-learn etc.

scikit-learn

scikit-learn

scikit-learn is a Python module for machine learning built on top of SciPy and distributed under the 3-Clause BSD license.

Keras

Keras

Deep Learning library for Python. Convnets, recurrent neural networks, and more. Runs on TensorFlow or Theano. https://keras.io/

CUDA

CUDA

A parallel computing platform and application programming interface model,it enables developers to speed up compute-intensive applications by harnessing the power of GPUs for the parallelizable part of the computation.

Streamlit

Streamlit

It is the app framework specifically for Machine Learning and Data Science teams. You can rapidly build the tools you need. Build apps in a dozen lines of Python with a simple API.

Polyaxon Integrations

Docker, Kubernetes, Helm, Python, Jupyter and 6 more are some of the popular tools that integrate with Polyaxon. Here's a list of all 11 tools that integrate with Polyaxon.

Docker
Docker
Kubernetes
Kubernetes
Helm
Helm
Python
Python
Jupyter
Jupyter
Caffe2
Caffe2
TensorFlow
TensorFlow
Keras
Keras
Gluon
Gluon
SageMath
SageMath
Data Miner
Data Miner

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