Welcome to Learn-Pytorch! This repository is your guide to mastering PyTorch, a powerful open-source machine learning library. Whether you're a beginner or an experienced developer, this repository will help you understand and implement deep learning models using PyTorch.
PyTorch is an open-source machine learning library developed by Facebook's AI Research lab (FAIR). It's widely used for deep learning and natural language processing (NLP) tasks. PyTorch provides a flexible platform that enables users to build, train, and deploy machine learning models efficiently.
- Dynamic Computation Graphs: PyTorch uses dynamic computation graphs, which allow you to change the network architecture during runtime, making it easier to debug and experiment.
- Pythonic: PyTorch integrates seamlessly with Python, making it intuitive and easy to learn, especially for those familiar with Python programming.
- Support for GPUs: PyTorch can leverage GPUs to accelerate model training, making it suitable for large-scale deep learning tasks.
- Active Community: PyTorch has a large and active community, offering extensive tutorials, resources, and support.
- Image Classification on MNIST Dataset
- Object Detection