Resources

Facebook AI Open-Sources Graph Transformer Networks (GTN) For Automatic Differentiation With...

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Graph Transformer Networks (GTN) is an open-source framework with weighted finite-state transducers (WFSTs), a powerful and expressive type of graph. GTN, just like PyTorch,...

LALE: A Python Library Simplifying Automated Machine Learning

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Whenever any data scientist thinks of developing a pipeline, they try bringing automated machine learning into the picture to make the task easier. However,...

tsBNgen, a Python Library to Generate Synthetic Data From an Arbitrary...

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When we think of machine learning, the first step is to acquire and train a large dataset. However, many times the data isn’t available...

Libra: A Python Tool That Automates Machine Learning Process in a...

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This python library 'Libra' automates the end-to-end machine learning process with just one line of code. Libra is built for both software developers and...

Continuous Machine Learning (CML): An Open-Source CI/CD library for Machine Learning

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Totally, open-source, and made by the same development team that created the popular DVC (data version control) library, CML (Continous Machine Learning) library is a great...

ABBYY Open-Sources NeoML, A Machine Learning Framework For Both Deep Learning...

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ABBYY recently announced the launch of NeoML, an open-source library for building, training, and deploying machine learning models. NeoML is a cross-platform framework optimized for...

Neuropod: Uber ATG’s Open Source Deep Learning Inference Engine

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Uber Advanced Technologies Group (ATG) recently open-sourced Neuropod, a framework that provides a uniform interface to run deep learning models from multiple frameworks in...

Hummingbird: A library for compiling trained traditional machine learning models into...

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This is really a cool work out of Microsoft research called hummingbird. You can convert traditional machine learning models to tensor computations to take...

Google AI Team Open Sources BiT – Big Transfer: General Visual...

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Google AI team recently open-source BiT (Big Transfer) for general visual representation learning. Current computer vision training generally involves a pre-trained model due to...

BindsNET: An Open-Source Library Used For Simulating Spiking Neural Networks (SNNs)...

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If you are a computer scientist specialized in bioinformatics and computational biology and looking for a Python framework for simulating spiking neural networks (SNNs)...