Max Melchior Lang's repositories
basic-course-python
This is a introduction to Python course by the DSA Munich, which Niklas Walter and I created together.
portfolio-analysis
Shiny app to create a simple portfolio data analysis report.
FinancialDashboard
This is a shiny application displaying key indices, stocks, cryptocurrencies and much more. The data is from Yahoo Finance.
RAG-nificent
Production-ready Chainlit RAG application with Pinecone pipeline offering all Groq and OpenAI Models, to chat with your documents.
lightningAI-styleguide-assistant
The Lightning ⚡️ AI Style Guide Assistant & Code Translator is a specialized adaptation of the Lightning Chatbot, designed to assist in maintaining consistency and accuracy in style guides. Leveraging Groq LPUs, it provides real-time style and grammar recommendations, making it an essential tool for editors and writers.
lightningfast-ai-chat
Lightning is an ultra-fast AI chatbot powered by Groq LPUs (Language Processing Units), offering one of the fastest inference speeds on the market as of April 2024. With its advanced natural language processing capabilities and lightning-fast response times, Lightning provides an unparalleled conversational experience.
discordbot-uni
This is a DiscordBot I programmed for our Students Discord server. It is able to send useful links like lecture periods via the given commands.
default-voiceagent-template
A versatile, full-stack template for building AI-powered voice agents.
stats
This is my personal repository of statistics notes and learning materials, collected and organized throughout my journey of understanding the vast world of statistics. 📚 Inside, you'll find a range of topics covered from basic concepts to advanced theories, all structured in LaTeX for easy reading and integration with Overleaf.
adv-r-programming
This is a selection of my worked assignments from the course advanced R programming I took during my Statistics Bachelor @ LMU Munich.
CTIS-Seminar
A repository for our university project at LMU Munich, showcasing our research on mental health utilizing CTIS data.
doctor-groq
Doctor Groq is a safe, kid-friendly educational chatbot designed to provide children with a secure platform to explore educational topics. Leveraging Llama Guard 3 8B powered by Groq for robust content filtering, Doctor Groq ensures that interactions remain age-appropriate, allowing young users to learn.
umd-call-demo
This application showcases an AI-powered voice-based agent designed for qualitative interviews and survey data collection. It leverages advanced AI techniques to conduct dynamic and engaging interviews, demonstrating the potential for AI in automated data collection and analysis.
bayesian-wordle
This repository contains a Wordle solver implemented in R that utilizes Bayesian statistics to efficiently guess the correct word in the popular word puzzle game, Wordle. By leveraging the principles of Bayesian updating, this solver iteratively refines its guesses based on feedback from previous attempts.
chart-doctor
FT's Chart Doctor column including a German translation.
copula-playground
The Quant Copula Playground is a Shiny application designed for everyone interested in exploring the dependencies between stock returns using various copula models. This application is inspired by seminal works in the field of copulas, particularly "An Introduction to Copulas" by Roger B. Nelsen.
Data_Analysis_Projects
Small Data Analysis projects I did over one weekend during my semester. Most of them have blogposts on my website.
gemini-lmu
Unofficial LMU Munich adaptation of the Gemini LaTeX beamerposter theme, tailored for LMU branding. Includes LMU color schemes, logos, and fonts. Features simple design, minimal setup, and customizable themes for university presentations. Contributions welcome. Note: Unofficial, not LMU endorsed.
gemini-ox
Unofficial University of Oxford adaptation of the Gemini LaTeX beamerposter theme, tailored for Oxford branding. Includes Oxford color schemes, logos, and fonts. Features simple design, minimal setup, and customizable themes for university presentations. Contributions welcome. Note: Unofficial, not Uni of Oxford endorsed.
groq-mail
GroqMail is a email assistant designed to streamline your email communication with the power of AI, ensuring every message is crafted professionally, effectively, and securely. Leveraging Llama Guard 3 8B for robust content filtering, GroqMail maintains a high standard of safety.
li-stephens-algo
This repository includes an implementation of the Li and Stephens algorithm, a statistical method used for chromosome painting in genetic ancestry inference.
shiny-chart-doc
The Shiny Chart Doctor is designed to bring the principles and techniques of effective data visualization, as championed by Alan Smith in his FT Chart Doctor column, to a wider audience.
simex
The simex Package -- This pakage for R implements the simex procedure developed by Cook & Stefanski for dealing with measurement error models, as well as the mcsimex for misclassified data developed by Küchenhoff, Mwalili and Lesaffre.
sml-practical
Group project for Oxford University SB 2.2 Statistical Machine Learning
us-election2024
🇺🇸 US 2024 Election Prediction - Simulating the US 2024 Election by using a MCMC and Bayesian Hierachical Model
us-mortgage-approvals
This repository contains a detailed report and the associated code for a case study on mortgage approvals in the United States, focusing on a dataset of mortgage applications from a (unknown) 1990 U.S. city.