Phil's Blog
Hi, I'm Phil, a software engineer, self proclaimed and certified mathematician and this is my blog. Here you can find some of my thoughts, projects, tutorials and notes about software development, computer science and other stuff.
Publications
- Machine Learning Methods for Localization and Classification of Insects in Images (B.Sc. Thesis) (Philipp @ 01 Apr 2022)
Posts
Here you can find my long-form posts, where I try to explain things in a more detailed way. Contains tutorials, project description, algorithms and theoretical content.
- Solution driven Named Entity Recognition (NER) for helpful assistants (Philipp @ Apr 25, 2024)
Notes
A collection of short notes and thoughts, take it with a grain of salt and do your own god damn research!
Also, I'm not a native English speaker, so there might be some grammar mistakes. If you find them, good for you :-)
- Faster, Better, Smaller (Philipp @ Jul 4, 2024)
- ControlNet: Controlling Diffusion Model Outputs (Philipp @ May 12, 2024)
- The Wet Dream of a LoRA Explorer (Philipp @ Apr 13, 2024)
- Experiments with tiny-sd (Philipp @ Apr 7, 2024)
- Zero-Shot-Classification (Philipp @ Apr 1, 2024)
Old Posts
Here you can find my old posts, which are not up to date anymore, but might still be interesting to read. Media content or links might be broken.
- Dockerfile for ML using Python (Philipp @ Jul 24, 2023)
- Useful notes for container orchestration using docker (Philipp @ Sep 25, 2022)
- Testing C++ applications using ctest (Philipp @ Sep 25, 2022)
- Principle Component Analysis using singular value decomposition (Philipp @ Sep 25, 2022)
- ML Methods for Loc. and Class. of Insects in Images (Philipp @ Sep 25, 2022)
- Linux Ricing (Philipp @ Sep 25, 2022)
- Arch linux maintenance (Philipp @ Sep 25, 2022)
- Orthogonal Linear Regression (Philipp @ Oct 20, 2021)
- Configure settings for a django package (Philipp @ Jul 17, 2021)
- Deep RL for chess (Philipp @ Jul 10, 2021)
- Symbolic Math in code (Philipp @ May 13, 2021)
- Interpolation and approximation of functions (Philipp @ May 13, 2021)
- Regex Search and Replace (Philipp @ Apr 15, 2021)
- Docker In-container execution from anywhere in your FS (Philipp @ Mar 26, 2021)
- Create bootable USB from .iso file (Philipp @ Mar 26, 2021)
- The break (phil @ Sep 1, 2019)
- Learning React(JS) the hard way Part 4 (phil @ Jun 1, 2019)
- Learning React(JS) the hard way Part 3 (phil @ May 26, 2019)
- Learning React(JS) the hard way Part 2 (phil @ May 19, 2019)
- Learning React(JS) the hard way Part 1 (phil @ May 12, 2019)
- It begins (phil @ May 5, 2019)