Dongda Li | Machine learning and open-source software

For research beginner

2 minute read

Notes for beginning researchers on reading papers, understanding methods, improving academic writing, and developing independent judgment.

2 minute read

A reference for Linux terminal shortcuts and shell commands, including directory navigation and running multiple commands.

17 minute read

Reinforcement Learning Course Notes-David Silver

2 minute read

set up machine learning development environment, ssh, pytorch, conda

1 minute read

Troubleshoot the HP LaserJet 1020 proprietary-plugin error on Linux and configure the printer with HPLIP.

1 minute read

Access a Windows-only SSL VPN from Linux using a QEMU virtual machine and network bridging, with notes on Huawei and Sangfor clients.

2 minute read

Host a Jekyll website on a VPS with Git deployment, Nginx, HTTPS certificates from Certbot, and Netdata monitoring.

1 minute read

Calculate convolutional neural network output dimensions and understand how kernel size, channels, stride, and padding affect each layer.

10 minute read

Reinforcement learning study notes covering Markov decision processes, tabular methods, deep Q-learning, and policy gradients, with a PDF version.

5 minute read

Notes on setting up a personal proxy server on a Google Cloud VPS with ShadowsocksR and V2Ray, including server and client configuration.