mlsys topic
List
mlsys repositories
kernel-ml
220
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25
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Machine Learning Framework for Operating Systems - Brings ML to Linux kernel
FedScale
371
Stars
117
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FedScale is a scalable and extensible open-source federated learning (FL) platform.
sensAI
63
Stars
8
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sensAI: ConvNets Decomposition via Class Parallelism for Fast Inference on Live Data
FREE_7773
95
Stars
12
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Materials for my 2021 NYU class on NLP and ML Systems (Master of Engineering).
FLsystem-paper
61
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7
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Federated Learning Systems Paper List
OSDT
95
Stars
11
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Optimal Sparse Decision Trees
zeus
169
Stars
21
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Deep Learning Energy Measurement and Optimization
redco
41
Stars
3
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NAACL '24 (Demo) / MlSys @ NeurIPS '23 - RedCoast: A Lightweight Tool to Automate Distributed Training and Inference
Active-Learning-as-a-Service
212
Stars
17
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A scalable & efficient active learning/data selection system for everyone.