David Hall's repositories
jax_sourceror
Turn jitted jax functions back into python source code
levanter-midi
Experiments with Jax and TPUs for Foundation Models - modified tokens for lakh
sbt-breeze-expand-codegen
sbt plugin for doing Breeze's codegen as an explicit source generation step.
azure-storage-cpp
Microsoft Azure Storage Client Library for C++
dotty
The Scala 3 compiler, also known as Dotty.
equinox
Elegant easy-to-use neural networks in JAX. https://docs.kidger.site/equinox/
fairscale
PyTorch extensions for high performance and large scale training.
filesystem_spec
A specification that python filesystems should adhere to.
fsspec-debug
Debugging question for interviews
hfseqio
Extensions for Google's SeqIO library to make it play nice with Huggingface's ecosystem
html2text
Convert HTML to Markdown-formatted text.
jax
Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more
jcuda-maven
Mavenized and jniloaderized JCuda (0.5.5)
lm-evaluation-harness
A framework for few-shot evaluation of language models.
mlir-sys
Rust bindings to the MLIR C API.
onnx-mlir
Representation and Reference Lowering of ONNX Models in MLIR Compiler Infrastructure
PyTreeClass
Visualize, create, and operate on JAX PyTree in the most intuitive way possible.
quinine
A library to create and manage configuration files, especially for machine learning projects.
seqio
Task-based datasets, preprocessing, and evaluation for sequence models.
SimpleParsing
Simple, Elegant, Typed Argument Parsing with argparse
tesseract
Collection of Singularity Definition Files and .sif Images for Reproducibility.
text-to-text-transfer-transformer
Code for the paper "Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer"
trafilatura
Python & command-line tool to gather text on the Web: web crawling/scraping, extraction of text, metadata, comments
transformers
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
yahp
hyperparameter management