SonySemiconductorSolutions/mct-model-optimization

Model Compression Toolkit (MCT) is an open source project for neural network model optimization under efficient, constrained hardware. This project provides researchers, developers, and engineers advanced quantization and compression tools for deploying state-of-the-art neural networks.

433 79 +0/wk

GitHub

deep-learning deep-neural-networks edge-ai machine-learning network-compression network-quantization neural-network optimizer ptq pytorch qat quantization

Trend 3

Star & Fork Trend (22 data points)

Stars

Forks

Multi-Source Signals

GitHub

stars 433

forks 79

Growth Velocity

SonySemiconductorSolutions/mct-model-optimization has +0 stars this period . 7-day velocity: 0.2%.

Deep analysis is being generated for this repository.

Signal-backed technical analysis will be available soon.

Metric	mct-model-optimization	nn_playground	PanelCleaner	emotion-classification-from-audio-files
Stars	433	433	433	433
Forks	79	147	54	141
Weekly Growth	+0	+0	+0	+0
Language	Python	Python	Python	Python
Sources	1	1	1	1
License	Apache-2.0	MIT	GPL-3.0	GPL-3.0

Capability Radar vs nn_playground

mct-model-optimization

nn_playground

Maintenance Activity 95

Last code push 15 days ago.

Community Engagement 91

Fork-to-star ratio: 18.2%. Active community forking and contributing.

Issue Burden 70

Issue data not yet available.

Growth Momentum 30

No measurable growth in the current period (first-day cold start expected).

License Clarity 95

Licensed under Apache-2.0. Permissive — safe for commercial use.

Risk scores are computed from real-time repository data. Higher scores indicate healthier metrics.