Stars
Replication Package for Requirements Satisfiability with In-Context Learning
Robust Speech Recognition via Large-Scale Weak Supervision
explainy is a Python library for generating machine learning model explanations for humans
Toolkit for building governance in your online community
A comprehensive set of fairness metrics for datasets and machine learning models, explanations for these metrics, and algorithms to mitigate bias in datasets and models.
Neural building blocks for speaker diarization: speech activity detection, speaker change detection, overlapped speech detection, speaker embedding
Library for scraping, parsing, and analyzing privacy policies.
Analysis repository for "The Spine of American Law: Digital Text Analysis and U.S. Legal Practice"
Code implementing differential fairness (DF) metric in: J. R. Foulds, R. Islam, K. Keya, and S. Pan. An Intersectional Definition of Fairness. 36th IEEE International Conference on Data Engineering…
A repository for important data sources on the regulatory state.
Speaker independent emotion recognition
Python Audio Analysis Library: Feature Extraction, Classification, Segmentation and Applications
Diffprivlib: The IBM Differential Privacy Library
A collection of visual guides to help applied scientists learn causal inference.
An implementation of model parallel autoregressive transformers on GPUs, based on the Megatron and DeepSpeed libraries
A Python module for accessing the Open States API
D-Lab's 9 hour introduction to text analysis with Python. Learn how to perform bag-of-words, sentiment analysis, topic modeling, word embeddings, and more, using scikit-learn, NLTK, gensim, and spa…
NLP analysis of Use of Force policies.
A town generator that is suitable for out of the box play in any fantasy TTRPG setting.
Historical website privacy policies spanning over two decades.
Team 4: Angel, Diana, Shruti
Berkeley CSS Project 1 with Audrey Augenbraum and Jessie Harney
D-Lab's 3 hour introduction to basic Bash commands and using version control with Git and Github.