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David Hall's Projects

bidmat icon bidmat

A CPU and GPU-accelerated matrix library for data mining

bidparse icon bidparse

GPU-accelerated natural language parser

breeze icon breeze

Breeze is a library for numerical processing, machine learning, and natural language processing. Its primary focus is on being generic, clean, and powerful without sacrificing (much) efficiency. Breeze is the merger of the ScalaNLP and Scalala projects, because one of the original maintainers is unable to continue development. The Scalala parts are largely rewritten.

breeze-config icon breeze-config

Configuration library from Breeze. Simple specification of options (case class)

dotty icon dotty

The Scala 3 compiler, also known as Dotty.

draccus icon draccus

Configuration with Dataclasses+YAML+Argparse. Fork of Pyrallis

dynet icon dynet

DyNet: The Dynamic Neural Network Toolkit

epic icon epic

**Archived** Epic is a high performance statistical parser written in Scala, along with a framework for building complex structured prediction models.

equinox icon equinox

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

erector icon erector

Miscellaneous machine learning tools

fairscale icon fairscale

PyTorch extensions for high performance and large scale training.

git-sim icon git-sim

A tool to run sims (experiments) and store the results in git.

gust icon gust

Gust is a set of GPU extensions for Breeze.

hfseqio icon hfseqio

Extensions for Google's SeqIO library to make it play nice with Huggingface's ecosystem

igor icon igor

Scala experiment management framework

jax icon jax

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

levanter-midi icon levanter-midi

Experiments with Jax and TPUs for Foundation Models - modified tokens for lakh

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