Machine Learning

Learn PyTorch by Examples (2): MNIST Handwritten Digit Recognition (II) -- Parameter Selection in Neural Network

Learn PyTorch, parameter selection and performance comparison in MNIST handwritten digit recognition neural network

Development

Container(1): About Containerization -- Containerization, Docker, Docker-Compose, Kubernetes / K8s, etc.

An introduction to container-related knowledge: Containerization, Docker, Docker-Compose, Kubernetes / K8s, etc.

Website

Python Web Development Learning (5): Deploying Website on AWS

Deploying websites developed with Python on AWS

Machine Learning

Learn PyTorch by Examples (1): MNIST Handwritten Digit Recognition (I) -- PyTorch Basics and Neural Network Basics

Learn PyTorch with examples, implement MNIST handwritten digit recognition with PyTorch

Software

Private Virtual Network VPN (1): Setting Up a VPN with Shadowsocks on a Cloud Server

Set up a Shadowsocks service on a cloud server for secure internet access