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Neel Gupta's Projects

equinox icon equinox

Elegant easy-to-use neural networks + scientific computing in JAX. https://docs.kidger.site/equinox/

jaxtyping icon jaxtyping

Type annotations and runtime checking for shape and dtype of JAX/NumPy/PyTorch/etc. arrays.

petras icon petras

PETRAS: Parameter efficient finetuning for segmentation

predator-200 icon predator-200

Experiments on Comma-200k for achieving top performance with half the parameters, and utilizing VQ-VAE-2 for pretraining an encoder

react icon react

Exploration with adding recurrent priors to attention based models

react_jax icon react_jax

ReAct architecture and training loop - now in Jax!

seq2seq icon seq2seq

Sequence to Sequence Learning with Keras

sumo icon sumo

Experiments to judge the effect of scale on FSD tasks

tpu icon tpu

Reference models and tools for Cloud TPUs.

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