From-scratch-in-PyTorch

This repository contains all the different ML concepts and architectures implemented in PyTorch from scratch.

You can also use the code present in this repository as BoilerPlates for the PyTorch Model building.

Name		Name	Last commit message	Last commit date
Latest commit History 32 Commits
AlexNet		AlexNet
VGG-16		VGG-16
autograd in c		autograd in c
efficientNet		efficientNet
rnn		rnn
segnet		segnet
DDPM.py		DDPM.py
GRU.py		GRU.py
LICENSE		LICENSE
LSTM.py		LSTM.py
MNIST_CNN.ipynb		MNIST_CNN.ipynb
README.md		README.md
Self_attention.py		Self_attention.py
adagradfromscratch.ipynb		adagradfromscratch.ipynb
autograd.py		autograd.py
ddimm.ipynb		ddimm.ipynb
fashionmnist.ipynb		fashionmnist.ipynb
finetuning (1).ipynb		finetuning (1).ipynb
finetuning.ipynb		finetuning.ipynb
imageClassification.ipynb		imageClassification.ipynb
linearregression.ipynb		linearregression.ipynb
nesterovacceleratedgradient.ipynb		nesterovacceleratedgradient.ipynb
notebook81042a0f65.ipynb		notebook81042a0f65.ipynb
pixel-level-face-segmentation (1).ipynb		pixel-level-face-segmentation (1).ipynb
pixel-level-face-semantic-segmentation-model.ipynb		pixel-level-face-semantic-segmentation-model.ipynb
vaeimpl1.ipynb		vaeimpl1.ipynb
vitfromscratch-1.ipynb		vitfromscratch-1.ipynb

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