MLflow vs. Deepo vs. TransmogrifAI

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What is MLflow?

MLflow is an open source platform for managing the end-to-end machine learning lifecycle.

What is Deepo?

Deepo is a Docker image with a full reproducible deep learning research environment. It contains most popular deep learning frameworks: theano, tensorflow, sonnet, pytorch, keras, lasagne, mxnet, cntk, chainer, caffe, torch.

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 MLflow?
Why do you like MLflow?

Why do developers choose Deepo?
Why do you like Deepo?

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

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

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

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 MLflow?
1 companies on StackShare use MLflow
What companies use Deepo?
0 companies on StackShare use Deepo
What companies use TransmogrifAI?
1 companies on StackShare use TransmogrifAI
No integrations listed yet
What tools integrate with Deepo?
3 tools on StackShare integrate with Deepo
What tools integrate with TransmogrifAI?
1 tools on StackShare integrate with TransmogrifAI

What are some alternatives to MLflow, Deepo, and TransmogrifAI?

  • TensorFlow - Open Source Software Library for Machine Intelligence
  • scikit-learn - Easy-to-use and general-purpose machine learning in Python
  • Keras - Deep Learning library for Theano and TensorFlow
  • PyTorch - A deep learning framework that puts Python first

See all alternatives to MLflow

Interest Over Time