Mindwtr: The Best Free, Open-Source GTD App for All Platforms
Why I built Mindwtr, a free, open-source GTD app for desktop and mobile, and its progress on offline task management, reviews, and wearable capture.
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Using torchrun for Distributed Training
Launch PyTorch distributed training with torchrun on one or multiple nodes, including process setup, launch commands, and debugging checks.
From Docker to Singularity: Setting Up and Managing Tasks with HTCondor and Slurm
Use Singularity containers on an HPC cluster and submit jobs with HTCondor or Slurm, with examples for moving from Docker environments.
Setting Up a Nebula Overlay Network with Syncthing
Set up a Nebula overlay network with a public lighthouse server, then use Syncthing to synchronize files between a Linux PC and an Android phone.
Transparent proxy with V2ray and clash
Configure a Linux transparent proxy with V2Ray or Clash, including DNS resolution, iptables rules, and routing for connected devices.
Pytorch distributed data parallel step by step
A step-by-step introduction to PyTorch DistributedDataParallel, covering multi-GPU training and the differences from DataParallel.
Docker container for machine learning environments
Docker tutorial: setting up containers for machine learning environments, images, Dockerfiles, and common commands
Setting Up a File Server on VPS with Nginx
Build a web file server on a Debian VPS using Nginx and h5ai, with Aria2 and AriaNG for managing downloads.
Accessing an Intranet Machine from Anywhere Using FRP
Use FRP and a server with a public IP address to reach a computer or web service behind a private network.
Deep Reinforcement learning notes (UBC)
Study notes on Sergey Levine’s deep reinforcement learning lectures, including model-based methods and meta-learning, with a downloadable PDF.
For research beginner
Notes for beginning researchers on reading papers, understanding methods, improving academic writing, and developing independent judgment.
Mastering the Linux Command Line: Tips and Tricks
A reference for Linux terminal shortcuts and shell commands, including directory navigation and running multiple commands.
Reinforcement Learning Course Notes-David Silver
Reinforcement Learning Course Notes-David Silver
Setting Up a Remote Development Environment for Machine Learning
set up machine learning development environment, ssh, pytorch, conda
Resolving HP LaserJet 1020 Printer Driver Issues on Linux
Troubleshoot the HP LaserJet 1020 proprietary-plugin error on Linux and configure the printer with HPLIP.
Running SSL VPN Software on Linux via Virtual Machine
Access a Windows-only SSL VPN from Linux using a QEMU virtual machine and network bridging, with notes on Huawei and Sangfor clients.
Hosting a Jekyll Website on a Virtual Private Server (VPS)
Host a Jekyll website on a VPS with Git deployment, Nginx, HTTPS certificates from Certbot, and Netdata monitoring.
Convolutional Neural Networks dimension
Calculate convolutional neural network output dimensions and understand how kernel size, channels, stride, and padding affect each layer.
Reinforcement learning notes
Reinforcement learning study notes covering Markov decision processes, tabular methods, deep Q-learning, and policy gradients, with a PDF version.
Achieving Network Freedom: Setting Up Your Own Proxy Server on a VPS
Notes on setting up a personal proxy server on a Google Cloud VPS with ShadowsocksR and V2Ray, including server and client configuration.
Transfer files between two computers
Transfer files over a local network between Linux and Windows computers, with command-line examples and file-sharing options.
Linking Node Names to Custom Names with Udev
Create persistent names for Linux serial devices with udev rules, using device attributes to identify USB-to-serial adapters.
Installing and Configuring SSH with GUI Forwarding and File Transfer
Set up OpenSSH on Linux for remote access, graphical application forwarding, and file transfer.
Some useful resource links
A collection of tutorials on Linux, Bash, regular expressions, problem solving, and graphic design.
Comprehensive Markup and Styling Guide
A variety of common markup showing how the theme styles them.
Comprehensive Git Guide with Tutorials and Commands
A Git command reference covering configuration, SSH keys, branches, remote repositories, and common version-control tasks.
Launches Site: A Fresh Start with My Website
How I built my personal website using Jekyll and GitHub Pages