MLP from scratch (WIP)

Mon, 01 Jan 0001 00:00:00 +0000

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

Local GitLab AI Coding Agent

Mon, 01 Jan 0001 00:00:00 +0000

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.

Posts on Boul'Og

MLP from scratch (WIP)

Local GitLab AI Coding Agent

Features