OmniOpt2

🏗️ OmniOpt2 Architecture Overview — What is the Architecture of OmniOpt2?
🐳Basics and Docker — How to use OmniOpt locally, on HPC-Systems or in Docker
🔁 Continue jobs — How to continue jobs after they have been run already
🧪 Dry-Runs — How to quickly test if your configuration works properly
📘 Available Parameters (--help) — The --help of the main script of OmniOpt2
🖧 Available partitions — List of partitions and Memory, GPUs etc. on the HPC-Systems of TU-Dresden
📊 results.csv — What is the results.csv and what do its columns mean?
📝 The --run_program_once parameter — Install programs and prepare environment before you install OmniOpt2
📝 Create run.sh-file & modify your program — This is needed to prepare your program for OmniOpt2
💻 VirtualEnv — What are Virtual Environments and how OmniOpt2 uses them

⚖️ Constraints — What are Constraints and how to use them?
🧩 Custom Generation Strategy — How to run custom generation strategies
🌿Environment Variables — List of all environment variables that change how OmniOpt2 works
🧾 Exit-Codes and Bash-scripting — How to script OmniOpt2
📄 config.{json,yaml,toml} — How to load parameters from OmniOpt2-config-files
🎼 Orchestrator — How to orchestrate how failing jobs should restart or be treated in general
⌨️ Shell-Extensions bash, zsh — Extensions for tab-completion for ZSH and Bash-Shells
🗃️ Using the SQLite3 store — What is SQLite3 and how to use it?

🐞 Debugging — How to find and solve bugs
📁 Folder structure of OmniOpt2 runs — What files are created for each run?
✅ Run automated tests — How to run automated tests and what options are available

♻️ Using external generators — How to use your own programs to generate new points and include them easily in OmniOpt2
🧬Surrogate Models — What are Surrogate Models and when to use which one?
🌲 Random Forest — What are random forests and how do they work?
🌳 Tree-structured Parzen Estimator (TPE) — What is TPE and how does it work?

🧭 What is Multi-Objective-Optimization? — How to use OmniOpt2 with Multi-Objective-Optimization (MOO)?
🔗 What is optimization with combined criteria? — How to use OmniOpt2 with multiple results (OCC)