Pinned Repositories
spock
spock is a framework that helps manage complex parameter configurations during research and development of Python applications
DeepSpeed
DeepSpeed is a deep learning optimization library that makes distributed training easy, efficient, and effective.
example-ml-deployment
Example AWS ML Model Deployment
fairscale
PyTorch extensions for high performance and large scale training.
flyte
Kubernetes-native workflow automation platform for complex, mission-critical data and ML processes at scale. It has been battle-tested at Lyft, Spotify, Freenome, and others and is truly open-source.
linear-attention-transformer
Transformer based on a variant of attention that is linear complexity in respect to sequence length
mabwiser
[IJAIT 2021] MABWiser: Contextual Multi-Armed Bandits Library
me
Contains random dev environment related things
mlops.toys
🎲 A curated list of MLOps projects, tools and resources
sarek
sarek is a framework that helps manage complex parameter configurations during research and development of Python applications (open fork of spock)
ncilfone's Repositories
ncilfone/mlops.toys
🎲 A curated list of MLOps projects, tools and resources
ncilfone/sarek
sarek is a framework that helps manage complex parameter configurations during research and development of Python applications (open fork of spock)
ncilfone/DeepSpeed
DeepSpeed is a deep learning optimization library that makes distributed training easy, efficient, and effective.
ncilfone/example-ml-deployment
Example AWS ML Model Deployment
ncilfone/fairscale
PyTorch extensions for high performance and large scale training.
ncilfone/flyte
Kubernetes-native workflow automation platform for complex, mission-critical data and ML processes at scale. It has been battle-tested at Lyft, Spotify, Freenome, and others and is truly open-source.
ncilfone/linear-attention-transformer
Transformer based on a variant of attention that is linear complexity in respect to sequence length
ncilfone/mabwiser
[IJAIT 2021] MABWiser: Contextual Multi-Armed Bandits Library
ncilfone/me
Contains random dev environment related things
ncilfone/spock
spock is a framework that helps manage complex parameter configurations during research and development of Python applications
ncilfone/warp-rnnt
CUDA-Warp RNN-Transducer
ncilfone/warp-transducer
A fast parallel implementation of RNN Transducer.