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https://github.com/minhtran241/ml-dl-llm-genai
Showcasing ML/DL fundamentals, paper implementations, deep learning models, and other projects. The purpose of this repository is to provide a playground for me to explore and learn about PyTorch, deep learning, and generative AI.
https://github.com/minhtran241/ml-dl-llm-genai
deep-learning generative-ai llm machine-learning paper-implementations pytorch scikit-learn
Last synced: 7 days ago
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Showcasing ML/DL fundamentals, paper implementations, deep learning models, and other projects. The purpose of this repository is to provide a playground for me to explore and learn about PyTorch, deep learning, and generative AI.
- Host: GitHub
- URL: https://github.com/minhtran241/ml-dl-llm-genai
- Owner: minhtran241
- Created: 2024-06-27T15:26:58.000Z (8 months ago)
- Default Branch: main
- Last Pushed: 2024-08-11T06:28:33.000Z (6 months ago)
- Last Synced: 2024-12-07T07:14:37.557Z (2 months ago)
- Topics: deep-learning, generative-ai, llm, machine-learning, paper-implementations, pytorch, scikit-learn
- Language: Jupyter Notebook
- Homepage:
- Size: 14 MB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
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Metadata Files:
- Readme: README.md
Awesome Lists containing this project
README
# PyTorch Implementations for ML/DL/GenAI
A repository showcasing ML/DL fundamentals, paper implementations, deep learning models, and other projects. The purpose of this repository is to provide a playground for me to explore and learn about PyTorch, deep learning, and generative AI.
## Available Implementations
- [PyTorch Fundamentals](./Pytorch): A collection of PyTorch fundamentals.
- [ResNet](./ResNet): A PyTorch implementation of ResNet (Residual Neural Network).
- [RNN](./RNN): A PyTorch implementation of RNN (Recurrent Neural Network).
- [GAN](GAN.ipynb): A PyTorch implementation of GAN (Generative Adversarial Network).
- [Autoencoder](AE.ipynb): A PyTorch implementation of Autoencoder.
- [Variational Autoencoder](VAE.ipynb): A PyTorch implementation of Variational Autoencoder.
- [Vector Quantized Generative Adversarial Network](./VQ-GAN): A PyTorch implementation of VQGAN (Vector Quantized Generative Adversarial Network).
- [Diffusion Models](./Diffusion): A PyTorch implementation of Diffusion Models.