-
University of California, Berkeley
- Berkeley, California
- angelopoulos.ai
- https://orcid.org/0000-0001-9787-0579
- @ml_angelopoulos
Highlights
- Pro
-
ppi_py Public
A package for statistically rigorous scientific discovery using machine learning. Implements prediction-powered inference.
-
prediction-powered-inference Public
A statistical toolkit for scientific discovery using machine learning
-
ltt Public
Learn then Test: Calibrating Predictive Algorithms to Achieve Risk Control
-
-
-
conformal-prediction Public
Lightweight, useful implementation of conformal prediction on real data.
-
private_prediction_sets Public
Wrap around any model to output differentially private prediction sets with finite sample validity on any dataset.
-
quadcopter_with_PID_controller Public
Forked from brianwade1/quadcopter_with_PID_controllerQuadcopter dynamics simulation with two proportional–integral–derivative (PID) controllers that adjust the motor speeds of the quadcopter and enable control of position and orientation.
Python UpdatedFeb 19, 2024 -
rcps Public
Official codebase for "Distribution-Free, Risk-Controlling Prediction Sets"
-
conformal-time-series Public
Conformal prediction for time-series applications.
-
-
im2im-uq Public
Image-to-image regression with uncertainty quantification in PyTorch. Take any dataset and train a model to regress images to images with rigorous, distribution-free uncertainty quantification.
-
conformal_classification Public
Wrapper for a PyTorch classifier which allows it to output prediction sets. The sets are theoretically guaranteed to contain the true class with high probability (via conformal prediction).
-
event_based_gaze_tracking Public
Dataset release for Event-Based, Near-Eye Gaze Tracking Beyond 10,000 Hz
-
conformal-risk Public
Conformal prediction for controlling monotonic risk functions. Simple accompanying PyTorch code for conformal risk control in computer vision and natural language processing.
-
lri Public
Forked from apsk14/rdmpyOfficial implementation of Linear Revolution-Invariant modeling and deblurring from https://arxiv.org/abs/2206.08928
Python MIT License UpdatedJun 20, 2022 -
virtuaplant Public
Forked from jseidl/virtuaplantVirtuaPlant is a Industrial Control Systems simulator which adds a “similar to real-world control logic” to the basic “read/write tags” feature of most PLC simulators.
Python MIT License UpdatedFeb 11, 2022 -
PyCruiseControl Public
Forked from komrad36/PyCruiseControlModified divorced PID controller applied to car cruise control and accompanying physics simulation and visualizations
Python MIT License UpdatedMar 23, 2021 -
uniswap-interface Public
Forked from Uniswap/interface🦄 An open source interface for the Uniswap protocol
TypeScript GNU General Public License v3.0 UpdatedMar 22, 2021 -
-
ARDepthNavigation Public
Enhanced Depth Navigation Through Augmented Reality Depth Mapping in Patients with Low Vision: Supplementary Data Files
UpdatedJul 10, 2019