All software
Noodles
Task-based parallel programming model in Python that offers the same intuitive interface when running complex workflows on your laptop or on large computer clusters.
- High performance computing
- Workflow technologies
- HTML
- Jupyter Notebook
- Lua
- + 2
Hercules
Retrieve recent tweets from certain users and classify them with machine learning
- Machine learning
- Text analysis & natural language processing
- Jupyter Notebook
- Python
- Shell
Code underlying the publication: "Video BagNet: short temporal receptive fields increase robustness in long-term action recognition"
Code underlying the publication: "Video BagNet: short temporal receptive fields increase robustness in long-term action recognition"
- 3D-CNN
- Action recognition
- BagNet
- + 2
- Markdown
- Other
- Python
- + 1
Data underlying the publication/thesis chapter: Scale Learning in Scale-Equivariant Convolutional Networks
Data underlying the publication/thesis chapter: Scale Learning in Scale-Equivariant Convolutional Networks
- computer vision
- Convolutional neural network (CNN)
- equivariance
- + 3
- JSON
- Jupyter Notebook
- Markdown
- + 5
mpcrl-vehicle-gears
Software underlying publications: Learning-based MPC for fuel efficient control of autonomous vehicles with discrete gear selection and Reinforcement Learning with Distributed MPC for Fuel-Efficient Platoon Control with Discrete Gear Transitions
- autonomous driving
- Model predictive control
- Reinforcement learning
- + 1
- Markdown
- Other
- Python
PETsChallenge
Code underlying: Privacy-Preserving Membership Queries for Federated Anomaly Detection
- Anomaly detection
- cryptography
- elliptic curves
- + 4
- HTML
- Markdown
- Other
- + 4
SMZ
Code underlying the publication: VariBASed: Variational Bayes-Adaptive Sequential Monte-Carlo Planning for Deep Reinforcement Learning
- Autonomous Path-Planning
- Bayesian optimization
- deep learning
- + 3
- Jupyter Notebook
- large-text-file
- Markdown
- + 4
topological_SB_matching
Code underlying: Topological Schrödinger Bridge Matching
- distribution matching
- generative models
- graph and simplicial complex
- + 1
- Jupyter Notebook
- Markdown
- Other
- + 3
ADHTEB
ADHTEB (Alzheimer’s Disease Harmonization Text Embedding Benchmark) is a Python package designed to evaluate the performance of text-embedding models in harmonizing variable descriptions from diverse cohorts in the context of Alzheimer’s disease.
- alzheimers disease
- benchmark
- large language models
- + 1
- Python
Beyond the book
Measure the number of contributions to Wikipedia entries from individuals from different counties as a measure of cultural bias.
- Text analysis & natural language processing
- CSS
- HTML
- JavaScript
- + 2
chimp-classifier
The Python package `junglesounds` is a machine learning pipeline for classifying bioacoustic data using machine learning. The pipeline is reusable for other settings and species or vocalization types as long as a certain amount of labeled data has been collected.
- audio
- Audio processing
- bioacoustics
- + 2
- Jupyter Notebook
- Python
- Shell
Datastew
Datastew is a python library for intelligent data harmonization using Large Language Model (LLM) vector embeddings.
- Data Harmonization
- data stewardship
- large language models
- + 1
- Python