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I'm a software dev with a background in theoretical physics and mathematics (machine learning/statistics/numerics). I like translating math into code and visualizing it. My interests include ordinary and partial differential equations, machine learning, compilers, and numerical linear algebra.

If you are interested in reading blogs, check out my website. If you have feedback about one of my projects, please send me an e-mail using the address on the left <--.

Nicholas Junge's Projects

abi3audit icon abi3audit

Scans Python packages for abi3 violations and inconsistencies

abi3info icon abi3info

Programmatic access to Python's limited API and abi3 information

diffrax icon diffrax

Numerical differential equation solvers in JAX. Autodifferentiable and GPU-capable.

jax icon jax

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

jj icon jj

A Git-compatible VCS that is both simple and powerful

lakefs icon lakefs

lakeFS - Data version control for your data lake | Git for data

llvm-project icon llvm-project

The LLVM Project is a collection of modular and reusable compiler and toolchain technologies.

ml-metadata icon ml-metadata

For recording and retrieving metadata associated with ML developer and data scientist workflows.

mlstacks icon mlstacks

A series of Terraform based recipes to provision popular MLOps stacks on the cloud.

mlx icon mlx

MLX: An array framework for Apple silicon

nanobind icon nanobind

nanobind — Seamless operability between C++17 and Python

nanobind-bazel icon nanobind-bazel

Bazel defs and rules for building Python projects with nanobind extensions.

ode-explorer icon ode-explorer

A small Python library for fast ODE prototyping and visualization.

pybm icon pybm

A Python CLI for reproducibly benchmarking code in a git repository.

shelf icon shelf

A type-aware, fsspec-based general artifact store client.

timeseries-thesis icon timeseries-thesis

Code for my thesis work in the field of Time Series Analysis, concerned with methods to detect regularity in time series.

triton icon triton

Development repository for the Triton language and compiler

xla icon xla

A community-driven and modular open source compiler for ML.

zenml icon zenml

ZenML 🙏: Build portable, production-ready MLOps pipelines. https://zenml.io.

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