worknn-scratch
2024 · DL · NumPy · Python

Neural network from scratch

No frameworks, No AI assisted coding; just NumPy

Self-explanatory: forward prop, backprop, gradient descent, manually.

Highlights

  • Feed-forward neural network from scratch in NumPy.
  • Forward propagation, backpropagation, gradient descent.
  • Trained on handwritten digit recognition.