Kate Avery's repositories
alter-ego-bias
Code for "The Effect of Alter Ego Accounts on A/B Tests for Social Networks"
ams-2020-ml-python-course
Materials for the Machine Learning in Python for Environmental Science Problems AMS 2020 Short Course
autonomous-learning-library-options
A PyTorch library for building deep reinforcement learning agents.
B10RL8W
An application for teaching agents to play hearts using deep reinforcement learning
BirdRoostDetection
This code was developed for the Oklahoma Biological Survey for a research project. We use machine learning to automate the detection of pre-migratory purple martin roosts, their location, and the radius of the roost in NEXRAD radar data.
correcting-ate-estimates
reproduce Clary, et al. (2022)
dip-into-data-tutorial
Data science tutorial for grades 9 and 10, covering classification, clustering, and regression
doubly-robust-dropel
Off-Policy Evaluation and Learning that is both Doubly Robust and Distributionally Robust.
iml_methods_limitations
Seminar on Limitations of Interpretable Machine Learning Methods
Mask_RCNN
Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow
option-critic-pytorch
Modularized Implementation of Deep RL Algorithms in PyTorch
option_critic
Implementation of the Option-Critic Architecture on the Atari (ALE) environment
python-boilerplate
template for Python repos
record-long-lat
Electron app to create ground truth for locating objects on radar
transformers
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.