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Theano

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Followers65

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XGBoost

Stacks148

Followers86

+ 1

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Theano vs XGBoost: What are the differences?

What is Theano? Define, optimize, and evaluate mathematical expressions involving multi-dimensional arrays efficiently. Theano is a Python library that lets you to define, optimize, and evaluate mathematical expressions, especially ones with multi-dimensional arrays (numpy.ndarray). Using Theano it is possible to attain speeds rivaling hand-crafted C impleme.

What is XGBoost? Scalable and Flexible Gradient Boosting. Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Flink and DataFlow.

Theano and XGBoost can be categorized as "Machine Learning" tools.

Theano is an open source tool with 8.87K GitHub stars and 2.5K GitHub forks. Here's a link to Theano's open source repository on GitHub.

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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).

What is XGBoost?

Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Flink and DataFlow

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Jobs that mention Theano and XGBoost as a desired skillset

Machine Learning Engineer I

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Manager I, Site Reliability Engineering

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Machine Learning Engineer II

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Staff Software Engineer, Ads Serving Platform

San Francisco, CA, US; , US

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Staff Machine Learning Engineer, Applied Science (Recommendation Systems)

San Francisco, CA, US; , US

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Staff Machine Learning Engineer, Applied Science (Recommendation Systems)

San Francisco, CA, US; , US

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Staff Software Engineer, ML Training

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Senior Staff Machine Learning Engineer, Applied Science

San Francisco, CA, US; , CA, US

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What companies use Theano?

What companies use XGBoost?

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What tools integrate with Theano?

What tools integrate with XGBoost?

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What are some alternatives to Theano and XGBoost?

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.

MXNet

A deep learning framework designed for both efficiency and flexibility. It allows you to mix symbolic and imperative programming to maximize efficiency and productivity. At its core, it contains a dynamic dependency scheduler that automatically parallelizes both symbolic and imperative operations on the fly.

Keras

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

Torch

It is easy to use and efficient, thanks to an easy and fast scripting language, LuaJIT, and an underlying C/CUDA implementation.

Caffe

It is a deep learning framework made with expression, speed, and modularity in mind.

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Theano vs XGBoost

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What is Theano?

What is XGBoost?

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What companies use Theano?

What companies use XGBoost?

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What tools integrate with Theano?

What tools integrate with XGBoost?

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