large-scale-machine-learning topic

List large-scale-machine-learning repositories

distributed-ml-patterns

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Distributed Machine Learning Patterns from Manning Publications by Yuan Tang https://bit.ly/2RKv8Zo

awesome-production-machine-learning

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A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning

DeepFace

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Keras implementation of the renowned publication "DeepFace: Closing the Gap to Human-Level Performance in Face Verification" by Taigman et al. Pre-trained weights on VGGFace2 dataset.

Perceiver-Music-Transformer

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SOTA Google's Perceiver-AR Music Transformer Implementation and Model

MLBD

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Materials for "Machine Learning on Big Data" course

Euterpe

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[DEPRECEATED] Multi-Instrumental Music Transformer trained on 12GB/400k MIDIs

hydra

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Execution framework for multi-task model parallelism. Enables the training of arbitrarily large models with a single GPU, with linear speedups for multi-gpu multi-task execution.

Awesome-Data-Science

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Carefully curated list of awesome data science resources.

AdaPM

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A fully adaptive, zero-tuning parameter manager that enables efficient distributed machine learning training

zestxml

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This is the official codebase for KDD 2021 paper Generalized Zero-Shot Extreme Multi-Label Learning