maximilianmbeck Goto Github PK
Name: Maximilian Beck
Type: User
Bio: ELLIS PhD student building Large Language Models at the Institute for Machine Learning, Johannes Kepler University Linz.
Twitter: maxmbeck
Maximilian Beck's Projects
dart_detection
A repository to automatically detect the location of darts on a board with aruco markers.
ipft_pomdp_solver
This repository contains code I have written for my Master's thesis. It is a C++ implementation of the IPFT POMDP solver.
iwa
A new method for ensemble learning in unsupervised domain adaptation with asymptotically optimal error rate.
metaworld
An open source robotics benchmark for meta- and multi-task reinforcement learning
ml-starter
A template for quickly implementing ML ideas 🧠⚡
polyvision
A C++ library wrapped in Python for visible area calculations with 2D polygons using CGAL.
rnn-adaptation-fewshot
Fork for dynamical systems experiments of the paper "Few-Shot Learning by Dimensionality Reduction in Gradient Space"
rwkv-lm
RWKV is an RNN with transformer-level LLM performance. It can be directly trained like a GPT (parallelizable). So it's combining the best of RNN and transformer - great performance, fast inference, saves VRAM, fast training, "infinite" ctx_len, and free sentence embedding.
staz
Collection of code snippets for statistical analysis of experiment results.
transfer-learning-library
Transfer Learning Library for Domain Adaptation, Task Adaptation, and Domain Generalization
viz
Collection of code snippets for any kinds of visualizations related to machine learning.
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