muooon/EmoSens
An emotion-driven optimizer that feels loss and navigates accordingly.
This project offers a new class of optimizers, EmoSens and EmoTion, that help practitioners fine-tune machine learning models with greater stability and efficiency. They take in training data and model configurations, and output an optimized model by autonomously adjusting learning rates and preventing common issues like overfitting, making the training process smoother and faster. Data scientists, machine learning engineers, and researchers working on advanced AI models would find this valuable.
Use this if you need to train complex machine learning models, especially those involving non-convex functions or multimodal data, and want to avoid manual learning rate adjustments and common training pitfalls like overfitting.
Not ideal if you are working with extremely simple models where basic optimizers suffice, or if you prefer full manual control over every training hyperparameter.
Stars
8
Forks
1
Language
Python
License
Apache-2.0
Category
Last pushed
Mar 03, 2026
Commits (30d)
0
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