scikit-learn vs. PyTorch vs. TransmogrifAI

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What is scikit-learn?

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

What is 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.

What is TransmogrifAI?

TransmogrifAI (pronounced trăns-mŏgˈrə-fī) is an AutoML library for building modular, reusable, strongly typed machine learning workflows on Spark with minimal hand tuning
Why do developers choose scikit-learn?
Why do you like scikit-learn?

Why do developers choose PyTorch?
Why do you like PyTorch?

Why do developers choose TransmogrifAI?
Why do you like TransmogrifAI?

What are the cons of using scikit-learn?
Downsides of scikit-learn?

What are the cons of using PyTorch?
No Cons submitted yet for PyTorch
Downsides of PyTorch?

What are the cons of using TransmogrifAI?
No Cons submitted yet for TransmogrifAI
Downsides of TransmogrifAI?

Want advice about which of these to choose?Ask the StackShare community!

What companies use scikit-learn?
88 companies on StackShare use scikit-learn
What companies use PyTorch?
22 companies on StackShare use PyTorch
What companies use TransmogrifAI?
1 companies on StackShare use TransmogrifAI
What tools integrate with scikit-learn?
4 tools on StackShare integrate with scikit-learn
What tools integrate with PyTorch?
4 tools on StackShare integrate with PyTorch
What tools integrate with TransmogrifAI?
1 tools on StackShare integrate with TransmogrifAI

What are some alternatives to scikit-learn, PyTorch, and TransmogrifAI?

  • TensorFlow - Open Source Software Library for Machine Intelligence
  • Keras - Deep Learning library for Theano and TensorFlow
  • ML Kit - Machine learning for mobile developers (by Google)
  • TensorFlow.js - Machine Learning in JavaScript

See all alternatives to scikit-learn

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