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HudHatman / gist:e93870ef25f411305e94c5627a521556
Created November 28, 2025 04:51
Intention Based Learning - MNIST 1 epoch (old pc): 3.5 secs acc 90% still testing
import numpy as np
from sklearn.datasets import fetch_openml
from sklearn.preprocessing import OneHotEncoder
from sklearn.model_selection import train_test_split
import time
# --- KONFIGURACJA ---
# Teraz definiujemy listę rozmiarów warstw ukrytych
HIDDEN_LAYERS_SIZES = [128, 64]
LEARNING_RATE = 2.0
@HudHatman
HudHatman / gist:f05595b2c594350c77ae2b4e92e79746
Created November 28, 2025 04:44
Intention Based Deep Neural Network on MNIST test - based on human brain
import numpy as np
from sklearn.datasets import fetch_openml
from sklearn.preprocessing import OneHotEncoder
from sklearn.model_selection import train_test_split
import time
# --- KONFIGURACJA ---
# Teraz definiujemy listę rozmiarów warstw ukrytych
HIDDEN_LAYERS_SIZES = [128, 64] # Przykład: dwie warstwy ukryte
LEARNING_RATE = 2.0