🧠 Deep Learning Projects 🤖

Welcome to the Deep Learning Projects repository! This is a curated collection of neural network implementations, ranging from foundational architectures to advanced computer vision and NLP tasks. 🌟

📊 Results & Evaluation

Each project includes detailed evaluation metrics.

Name		Name	Last commit message	Last commit date
2 layer NN from scratch using python on MNIST dataset.ipynb		2 layer NN from scratch using python on MNIST dataset.ipynb
2 layer NN on MNIST dataset using pytorch.ipynb		2 layer NN on MNIST dataset using pytorch.ipynb
DDPM.ipynb		DDPM.ipynb
Denoising autoencoders on MNIST Dataset.ipynb		Denoising autoencoders on MNIST Dataset.ipynb
Implementatio of skipgram on IMDB dataset.ipynb		Implementatio of skipgram on IMDB dataset.ipynb
Implementation of AlexNet CNN architecture on CIFAR10 dataset.ipynb		Implementation of AlexNet CNN architecture on CIFAR10 dataset.ipynb
Implementation of AlexNet CNN on MNIST dataset.ipynb		Implementation of AlexNet CNN on MNIST dataset.ipynb
README.md		README.md
Sentiment analysis on IMDB dataset using LSTM.ipynb		Sentiment analysis on IMDB dataset using LSTM.ipynb
Sentiment analysis on IMDB dataset using RNN.ipynb		Sentiment analysis on IMDB dataset using RNN.ipynb
Single layer NN from scratch using python on MNIST dataset.ipynb		Single layer NN from scratch using python on MNIST dataset.ipynb
Single layer NN on MNIST dataset using pytorch.ipynb		Single layer NN on MNIST dataset using pytorch.ipynb

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