Johannes Baumgartl's repositories
AI-For-Beginners
12 Weeks, 24 Lessons, AI for All!
ast
Code for the Interspeech 2021 paper "AST: Audio Spectrogram Transformer".
Audio-Classification-Deep-Learning
We'll look into audio categorization using deep learning principles like Artificial Neural Networks (ANN), 1D Convolutional Neural Networks (CNN1D), and CNN2D in this repository. We undertake some basic data preprocessing and feature extraction on audio sources before developing models. As a result, the accuracy, training time, and prediction time
AutoGPT-test
AutoGPT is the vision of accessible AI for everyone, to use and to build on. Our mission is to provide the tools, so that you can focus on what matters.
deep-learning-with-python-notebooks
Jupyter notebooks for the code samples of the book "Deep Learning with Python"
generative-ai-for-beginners
12 Lessons, Get Started Building with Generative AI đź”— https://microsoft.github.io/generative-ai-for-beginners/
Generative_Deep_Learning_2nd_Edition
The official code repository for the second edition of the O'Reilly book Generative Deep Learning: Teaching Machines to Paint, Write, Compose and Play.
llm-examples
Streamlit LLM app examples for getting started
LLM101n
LLM101n: Let's build a Storyteller
minbpe
Minimal, clean code for the Byte Pair Encoding (BPE) algorithm commonly used in LLM tokenization.
mirror-alvar
Snapshot of ALVAR 2.0.0, a software library for creating virtual and augmented reality (AR) applications.
MLfromscratch
Machine Learning algorithm implementations from scratch.
PokemonRedExperiments
Playing Pokemon Red with Reinforcement Learning
SoftwareDefinedCarMap
Map of the software defined car
theMLbook
The Python code to reproduce the illustrations from The Hundred-Page Machine Learning Book.
tiktokenizer
Online playground for OpenAPI tokenizers
VDA5050
Official Specification document for the VDA 5050
videos
Code for the manim-generated scenes used in 3blue1brown videos