machine-learning-systems topic

Dive into machine learning system, start from reinventing the wheel.

wepe

Infrastructures™ for Machine Learning Training/Inference in Production.

1duo

PHPStan rules for detecting usage of deprecated classes, methods, properties, constants and traits.

phpstan

Oort: Efficient Federated Learning via Guided Participant Selection

SymbioticLab

:cyclone:

withsmilo

A C++ implementation of the scalar-valued autograd engine micrograd

elinx

Learn how to design Machine Learning systems and prepare for an interview.

ibragim-bad

Here are my personal paper reading notes (including cloud computing, resource management, systems, machine learning, deep learning, and other interesting stuffs).

mental2008

Machine Learning Compiler Road Map

l1nkr

A curated list of resources to deep dive into the intersection of applied machine learning and threat detection.

patternex

A Cluster-Wide Model Manager to Accelerate DNN Training via Automated Training Warmup

SymbioticLab