Invoke is a leading creative engine that uses image and video generation models to empower professionals, artists, and enthusiasts to generate and create visual media using the latest AI-driven technologies. The solution offers an industry-leading application interface, and serves as the foundation for multiple commercial products.
The Unity Machine Learning Agents Toolkit (ML-Agents) is an open-source project that enables games and simulations to serve as environments for training intelligent agents using deep reinforcement learning and imitation learning.
A logical, reasonably standardized, but flexible project structure for doing and sharing data science work.
- cookiecutter-data-science
- cookiecutter
- cookiecutter-template
- data-science
Uniform Manifold Approximation and Projection
Intelligent faculty outreach and research matching for prospective graduate applicants
- developer-portfolio
- github-profile
- profile-readme
- software-engineering
Fawkes, privacy preserving tool against facial recognition systems. More info at https://sandlab.cs.uchicago.edu/fawkes
- privacy-protection
- privacy-enhancing-technologies
- face-recognition
- adversarial-machine-learning
Biological foundation modeling from molecular to genome scale
Hopsworks - Data-Intensive AI platform with a Feature Store
Brian is a free, open source simulator for spiking neural networks.
Self-contained Japanese Morphological Analyzer written in pure Go
Tasks Assessing Protein Embeddings (TAPE), a set of five biologically relevant semi-supervised learning tasks spread across different domains of protein biology.
- deep-learning
- protein-sequences
- protein-structure
- semi-supervised-learning
Code for the Nature Scientific Reports paper "Pathologist-level classification of histologic patterns on resected lung adenocarcinoma slides with deep neural networks." A sliding window framework for classification of high resolution whole-slide images, often microscopy or histopathology images.
- histopathology-images
- microscopy
- sliding-windows
- medical-image-analysis
Phoebus is a distributed framework for large scale graph processing written in Erlang.
Convert a number to an approximated text expression: from '0.23' to 'less than a quarter'.
- natural-language-generation
- clojure
- number-to-words
- number-to-text
Collection of mathematical morphology methods and plugins for ImageJ
An NLP library for Uralic languages such as Finnish, Skolt Sami, Moksha and so on. Also supporting some non-Uralic languages such as Spanish, French, Arabic, Swedish, Norwegian, Russian and English. LLMs, FSTs and More!
RootPainter: Deep Learning Segmentation of Biological Images with Corrective Annotation
- biological-images
- root
- painter
- segmentation
The Harmony Python library: a research tool for psychologists to harmonise data and questionnaire items. Open source.
Predicting Cell Health with Morphological Profiles
- carpenter-lab
- morphological-profiling
- crispr
- cell-painting
German Opionion Spam Corpus