appliedAI Institute gGmbH

All

41 repositories

USFlows
Public
Normalizing flows for neuro-symbolic AI
research-project formal-verification normalizing-flows flows neuro-symbolic-ai transferlab
Python
•
BSD 3-Clause "New" or "Revised" License
•2•14•16•3•Updated Jun 8, 2025Jun 8, 2025
nnbench
Public
A small framework for benchmarking machine learning models.
python benchmarking machine-learning neural-networks mlops
Python
•
Apache License 2.0
•3•17•4•2•Updated Jun 6, 2025Jun 6, 2025
aai-studio-mlflow-for-ml-practitioners-shared
Public
Sharing materials for the aAI Studio tutorial on MLflow.
Jupyter Notebook
•
Apache License 2.0
•0•1•0•0•Updated May 28, 2025May 28, 2025
42hn-ml
Public
1•5•0•0•Updated May 18, 2025May 18, 2025
pyDVL
Public
pyDVL is a library of stable implementations of algorithms for data valuation and influence function computation
machine-learning game-theory data-cleaning data-quality banzhaf-index influence-functions robust-machine-learning shapley-value data-valuation data-centric-ai
Python
•
GNU Lesser General Public License v3.0
•7•130•72•5•Updated May 10, 2025May 10, 2025
ai-kickstart-mlops
Public
Python
•2•2•0•0•Updated Apr 24, 2025Apr 24, 2025
lakefs-spec
Public
An fsspec implementation for the lakeFS project
python lakefs fsspec
Python
•
Apache License 2.0
•4•49•7•2•Updated Apr 2, 2025Apr 2, 2025
anomalib
Public
A fork of the anomalib library for research purposes
research-project forked-repo anomaly-detection transferlab
Python
•
Apache License 2.0
•753•0•0•0•Updated Mar 31, 2025Mar 31, 2025
beyond-jupyter
Public
Software design principles for machine learning applications
machine-learning ml-course transferlab
Jupyter Notebook
•
Creative Commons Attribution Share Alike 4.0 International
•23•359•1•1•Updated Mar 31, 2025Mar 31, 2025
tfl-training-sbi
Public
Repository of the appliedAI Institute TransferLab training "Simulation-Based Inference"
training sbi simulation-based-inference transferlab
Jupyter Notebook
•
Creative Commons Attribution Share Alike 4.0 International
•1•3•1•0•Updated Mar 13, 2025Mar 13, 2025
nf4ad
Public
Normalizing flows for anomaly detection
Python
•
MIT License
•0•0•2•2•Updated Mar 4, 2025Mar 4, 2025
ai-developers-demos
Public
1•0•0•1•Updated Dec 11, 2024Dec 11, 2024
mlops-hands-on
Public
Jupyter Notebook
•1•1•0•0•Updated Dec 9, 2024Dec 9, 2024
sbibm
Public
Simulation-based inference benchmark
Python
•
MIT License
•43•0•1•0•Updated Nov 22, 2024Nov 22, 2024
AI_skills
Public
Creative Commons Attribution 4.0 International
•0•0•0•0•Updated Nov 19, 2024Nov 19, 2024
jobq
Public
Python
•
Apache License 2.0
•1•2•11•3•Updated Nov 14, 2024Nov 14, 2024
continuiti
Public
Learning function operators with neural networks.
physics-informed-ml transferlab neural-operators
Python
•
GNU Lesser General Public License v3.0
•3•32•8•5•Updated Aug 22, 2024Aug 22, 2024
tianshou-fork
Public
An elegant PyTorch deep reinforcement learning library.
reinforcement-learning transferlab
Python
•
MIT License
•1.2k•2•0•0•Updated Aug 14, 2024Aug 14, 2024
rliable
Public
[NeurIPS'21 Outstanding Paper] Library for reliable evaluation on RL and ML benchmarks, even with only a handful of seeds.
reinforcement-learning fork trasnferlab
Jupyter Notebook
•
Apache License 2.0
•49•0•0•0•Updated Aug 12, 2024Aug 12, 2024
tfl-training-probabilistic-model-checking
Public
TfL course on probabilistic model checking using storm
training machine-learning storm model-checking markov-decision-processes probabilistic-models transferlab
Jupyter Notebook
•
Creative Commons Attribution Share Alike 4.0 International
•1•1•0•0•Updated Jun 24, 2024Jun 24, 2024
tfl-training-rl
Public
training reinforcement-learning deep-reinforcement-learning rl deep-rl transferlab
Jupyter Notebook
•
Creative Commons Attribution Share Alike 4.0 International
•0•8•3•0•Updated Jun 24, 2024Jun 24, 2024
tfl-training-machine-learning-control
Public
Repository for the main part of the Machine Learning Control Training https://aai-institute.github.io/tfl-training-machine-learning-control
training optimal-control control-theory transferlab machine-learning-control
Jupyter Notebook
•
Creative Commons Attribution Share Alike 4.0 International
•0•6•2•0•Updated Jun 24, 2024Jun 24, 2024
tfl-training-practical-anomaly-detection
Public
Repository of the Tranferlab Practical Anomaly Detection workshop
training ml-course anomaly-detection machine-learning-course transferlab
Jupyter Notebook
•
Creative Commons Attribution Share Alike 4.0 International
•2•11•6•0•Updated Jun 14, 2024Jun 14, 2024
tentacles
Public
Python
•0•0•0•1•Updated Jun 6, 2024Jun 6, 2024
PicoGK
Public
PicoGK is a compact and robust geometry kernel for Computational Engineering
genai4ed
C#
•
Apache License 2.0
•56•0•0•0•Updated May 14, 2024May 14, 2024
tfl-pydata2024-pydvl
Public
The pyDVL slides for pyData Berlin 2024
pydata data-valuation transferlab pydata2024 pydvl
Python
•
Creative Commons Attribution Share Alike 4.0 International
•0•3•0•0•Updated Apr 26, 2024Apr 26, 2024
CAPRI-Net
Public
Code for CAPRI-Net
genai4ed
Python
•
MIT License
•4•0•0•0•Updated Apr 22, 2024Apr 22, 2024
shap-e
Public
Generate 3D objects conditioned on text or images
genai4ed
Python
•
MIT License
•1k•0•0•1•Updated Apr 19, 2024Apr 19, 2024
SkexGen
Public
[ICML 2022] Official PyTorch Implementation of "SkexGen: Autoregressive Generation of CAD Construction Sequences with Disentangled Codebooks".
genai4ed
Python
•
MIT License
•19•0•0•0•Updated Apr 19, 2024Apr 19, 2024
gcp-mlflow-cloud-run
Public
Example code for the tutorial on deploying serverless MLflow tracking in Google Cloud Run
google-cloud mlflow cloud-run
TypeScript
•
Apache License 2.0
•0•1•0•0•Updated Apr 19, 2024Apr 19, 2024