large-scale-machine-learning topic
distributed-ml-patterns
Distributed Machine Learning Patterns from Manning Publications by Yuan Tang https://bit.ly/2RKv8Zo
awesome-production-machine-learning
A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning
DeepFace
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
SOTA Google's Perceiver-AR Music Transformer Implementation and Model
MLBD
Materials for "Machine Learning on Big Data" course
Euterpe
[DEPRECEATED] Multi-Instrumental Music Transformer trained on 12GB/400k MIDIs
hydra
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
Carefully curated list of awesome data science resources.
AdaPM
A fully adaptive, zero-tuning parameter manager that enables efficient distributed machine learning training
zestxml
This is the official codebase for KDD 2021 paper Generalized Zero-Shot Extreme Multi-Label Learning