Here I implemented a MLP from scratch where The goal was to be able to generate fictional character names. The full code is available in this github repo. I followed the approach introduced in the Bengio et al. 2003 MLP language model paper where the MLP architecture proposed in this paper is the following : Figure 1: the MLP architecture according to the paper ...
I implemented an autonomous AI coding agent designed to resolve GitLab issues using local LLMs via Ollama and the python-gitlab API. By leveraging native Function Calling, the agent independently explores repository structures, reads files, implements fixes on dedicated branches, and submits Merge Requests—keeping your codebase 100% private and on-premise. Features Monitors GitLab issues labeled with ai:agent. Analyzes the issue title and description. Interacts with the repository (reads files, lists directories). Creates a dedicated branch for the fix. Generates code fixes and commits them. Opens a Merge Request when the fix is ready. The full code is available on this github repo. ...