appliedAI Institute gGmbH

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40 repositories

nnbench
Public
A small framework for benchmarking machine learning models.
python benchmarking machine-learning neural-networks mlops
Python
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Apache License 2.0
•3•10•10•3•Updated Nov 13, 2024Nov 13, 2024
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
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GNU Lesser General Public License v3.0
•8•104•90•5•Updated Nov 13, 2024Nov 13, 2024
beyond-jupyter
Public
Software design principles for machine learning applications
machine-learning ml-course transferlab
Jupyter Notebook
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Creative Commons Attribution Share Alike 4.0 International
•23•288•1•1•Updated Nov 12, 2024Nov 12, 2024
USFlows
Public
Normalizing flows for neuro-symbolic AI
research-project formal-verification normalizing-flows flows neuro-symbolic-ai transferlab
Python
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BSD 3-Clause "New" or "Revised" License
•1•9•13•2•Updated Nov 10, 2024Nov 10, 2024
jobq
Public
Python
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Apache License 2.0
•1•1•11•3•Updated Oct 31, 2024Oct 31, 2024
lakefs-spec
Public
An fsspec implementation for the lakeFS project
python lakefs fsspec
Python
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Apache License 2.0
•4•39•5•1•Updated Oct 29, 2024Oct 29, 2024
ai-kickstart-mlops
Public
Python
•1•2•0•1•Updated Sep 9, 2024Sep 9, 2024
nf4ad
Public
Normalizing flows for anomaly detection
Python
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MIT License
•0•0•2•1•Updated Aug 29, 2024Aug 29, 2024
continuiti
Public
Learning function operators with neural networks.
physics-informed-ml transferlab neural-operators
Python
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GNU Lesser General Public License v3.0
•3•23•8•5•Updated Aug 22, 2024Aug 22, 2024
tianshou-fork
Public
An elegant PyTorch deep reinforcement learning library.
reinforcement-learning transferlab
Python
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MIT License
•1.1k•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
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Apache License 2.0
•48•0•0•0•Updated Aug 12, 2024Aug 12, 2024
re-classwise-shapley
Public
Code for the reproduction of Class-wise Shapley paper from Schoch, Xu, Ji [2022].
machine-learning shapley-value classification-algorithms paper-reproduction data-valuation transferlab tmlr-2024
TeX
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GNU Lesser General Public License v3.0
•0•2•2•0•Updated Jun 30, 2024Jun 30, 2024
tfl-training-sbi
Public
Repository of the appliedAI Institute TransferLab training "Simulation-Based Inference"
training sbi simulation-based-inference transferlab
Jupyter Notebook
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Creative Commons Attribution Share Alike 4.0 International
•0•2•1•0•Updated Jun 26, 2024Jun 26, 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
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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
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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
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Creative Commons Attribution Share Alike 4.0 International
•0•5•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
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Creative Commons Attribution Share Alike 4.0 International
•0•6•6•0•Updated Jun 14, 2024Jun 14, 2024
tentacles
Public
Python
•0•0•0•1•Updated Jun 6, 2024Jun 6, 2024
mlops-hands-on
Public
Jupyter Notebook
•0•1•0•0•Updated May 22, 2024May 22, 2024
PicoGK
Public
PicoGK is a compact and robust geometry kernel for Computational Engineering
genai4ed
C#
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Apache License 2.0
•39•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
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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
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MIT License
•6•0•0•0•Updated Apr 22, 2024Apr 22, 2024
shap-e
Public
Generate 3D objects conditioned on text or images
genai4ed
Python
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MIT License
•950•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
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MIT License
•17•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
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Apache License 2.0
•0•1•0•0•Updated Apr 19, 2024Apr 19, 2024
anomalib
Public
A fork of the anomalib library for research purposes
research-project forked-repo anomaly-detection transferlab
Python
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Apache License 2.0
•675•0•0•0•Updated Apr 15, 2024Apr 15, 2024
continuity
Public
continuity → continuiti
transferlab
HTML
•0•0•0•0•Updated Apr 11, 2024Apr 11, 2024
mlstacks
Public
A series of Terraform based recipes to provision popular MLOps stacks on the cloud.
HCL
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Apache License 2.0
•32•0•0•1•Updated Mar 28, 2024Mar 28, 2024
pydata-hn
Public
Jupyter Notebook
•0•0•0•0•Updated Mar 13, 2024Mar 13, 2024
Gymnasium
Public
An API standard for single-agent reinforcement learning environments, with popular reference environments and related utilities (formerly Gym)
fork trasnferlab
Python
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MIT License
•820•0•0•0•Updated Mar 3, 2024Mar 3, 2024