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API StatusChangelog
Theano
ByTheanoTheano

Theano

#39in Development & Training Tools
Stacks32Discussions0
Followers65
OverviewDiscussions

What is Theano?

Theano is a Python library that lets you to define, optimize, and evaluate mathematical expressions, especially ones with multi-dimensional arrays (numpy.ndarray).

Theano is a tool in the Development & Training Tools category of a tech stack.

Theano Pros & Cons

Pros of Theano

No pros listed yet.

Cons of Theano

No cons listed yet.

Theano Alternatives & Comparisons

What are some alternatives to Theano?

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.

Theano Integrations

Gym, NumPy, Python, Comet.ml are some of the popular tools that integrate with Theano. Here's a list of all 4 tools that integrate with Theano.

Gym
Gym
NumPy
NumPy
Python
Python
Comet.ml
Comet.ml

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