FFMG/neural-network

Add Epsilon to EvaluationConfig 22 days ago

AI Summary: This issue proposes adding an 'epsilon' parameter to the `EvaluationConfig` class with a default value. The goal is to centralize epsilon usage and remove hardcoded epsilon values from the `ErrorCalculation` class, making the configuration more manageable and consistent.

Complexity: 2/5

enhancement good first issue

FFMG/neural-network

2

A simple, from-scratch C++ Feedforward Neural Network with zero dependencies, built to demystify the fundamentals of deep learning.

C++

#adam#adamw#artificial-intelligence#backpropagation#cplusplus#cpp#deep-learning#educational-project#feedforward#feedforward-neural-network#from-scratch#learning#machine-learning#neural-network#no-dependencies#sgd

Activation momentum should be set in configuration 22 days ago

AI Summary: This issue proposes to move the activation momentum setting from a direct function call to the constructor, making it a configurable parameter. It suggests a static helper function to estimate momentum if not explicitly provided, improving user experience and code organization.

Complexity: 2/5

enhancement good first issue

FFMG/neural-network

2

A simple, from-scratch C++ Feedforward Neural Network with zero dependencies, built to demystify the fundamentals of deep learning.

C++

#adam#adamw#artificial-intelligence#backpropagation#cplusplus#cpp#deep-learning#educational-project#feedforward#feedforward-neural-network#from-scratch#learning#machine-learning#neural-network#no-dependencies#sgd

Replace log_*( ... ) function with a macro to call log_*f( ... ) rather. 8 months ago

enhancement good first issue

FFMG/neural-network

2

A simple, from-scratch C++ Feedforward Neural Network with zero dependencies, built to demystify the fundamentals of deep learning.

C++

#adam#adamw#artificial-intelligence#backpropagation#cplusplus#cpp#deep-learning#educational-project#feedforward#feedforward-neural-network#from-scratch#learning#machine-learning#neural-network#no-dependencies#sgd

Remove class AdaptiveLearningRateScheduler 8 months ago

enhancement good first issue

FFMG/neural-network

2

A simple, from-scratch C++ Feedforward Neural Network with zero dependencies, built to demystify the fundamentals of deep learning.

C++

#adam#adamw#artificial-intelligence#backpropagation#cplusplus#cpp#deep-learning#educational-project#feedforward#feedforward-neural-network#from-scratch#learning#machine-learning#neural-network#no-dependencies#sgd

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