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layer-normalization

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BabyGPT-Build_GPT_From_Scratch

TatevKaren / BabyGPT-Build_GPT_From_Scratch

Star 117

BabyGPT: Build Your Own GPT Large Language Model from Scratch Pre-Training Generative Transformer Models: Building GPT from Scratch with a Step-by-Step Guide to Generative AI in PyTorch and Python

python transformers pytorch neural-networks gpt layer-normalization attention-is-all-you-need multi-head-self-attention gpt-3 dropout-layers residual-connections large-language-models llms llm-training
  • Updated Dec 5, 2023
  • Python

sabrid369 / BFMD-SN-U-net

Star 7

The open source code for the paper "Block Attention and Switchable Normalization based Deep Learning Framework for Segmentation of Retinal Vessels"

deep-neural-networks medical-imaging batch-normalization supervised-learning segmentation normalization layer-normalization u-net instance-normalization medical-image-segmentation computer-aided-diagnosis spatial-attention channel-attention retinal-vessel-segmentation regularization-to-avoid-overfitting bfmd-sn-u-net gci-cbam
  • Updated Jul 8, 2023
  • Python

chandnii7 / Convolutional-Neural-Network

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Program implements a convolutional neural network for classifying images of numbers in the MNIST dataset as either even or odd using GPU framework.

tensorflow keras inference optimizer batch-normalization mnist-dataset convolutional-neural-networks hyperparameter-tuning learning-rate loss-functions layer-normalization weight-initializers receptive-field dilated-convolution strided-convolutions epochs dropout-keras
  • Updated Dec 25, 2020
  • Jupyter Notebook

Isha-Das-06 / Neural-Forge

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NeuralForge: Complete Transformer architecture from scratch using only PyTorch tensors. Learn how Transformers really work with clean, production-ready code.

nlp machine-learning natural-language-processing ai deep-learning neural-network text-classification machine-translation text-generation pytorch artificial-intelligence transformer attention attention-mechanism layer-normalization encoder-decoder multi-head-attention pytorch-tensors positional-encoding
  • Updated Apr 7, 2026
  • Python

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