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Andy Ehrenberg's Projects

dqn-procgen icon dqn-procgen

Off-Policy RL in procedurally generated environments

dreamerv2 icon dreamerv2

Pytorch implementation of Dreamer-v2: Visual Model Based RL Algorithm.

drqv2 icon drqv2

DrQ-v2: Improved Data-Augmented Reinforcement Learning

ece-239as icon ece-239as

Assignments for Deep Learning course at UCLA

equinox icon equinox

Callable PyTrees and filtered JIT/grad transformations => neural networks in JAX.

eye-track icon eye-track

Using OpenCV for eye tracking with a webcam

flax icon flax

Flax is a neural network library for JAX that is designed for flexibility.

flaxlm icon flaxlm

Train large Huggingface models with flexible data/model parallelism in Flax/JAX

gan-image-colorization icon gan-image-colorization

Final project for ECE 239AS at UCLA, in which I trained a generative adversarial network to colorize greyscale images.

jax icon jax

Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

mixreg icon mixreg

Code for our NeurIPS 2020 paper Improving Generalization in Reinforcement Learning with Mixture Regularization

transformers icon transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

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