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justinchuby

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Better ML

Justin Chu justinchuby

🌊

Better ML

Code for the better. Microsoft AI Frameworks. Previously @google X, the Moonshot Factory; CMU

Hi! 👋

lintrunner-adapters: Adapters and tools for lintrunner. Also available as a GitHub action: lintrunner-action
onnx-shape-inference: Symbolic shape inference for ONNX using sympy.
onnx-doctor: Linter for ONNX models
onnxruntime-easy: Simplified APIs for onnxruntime to allow you to call an ONNX model like a Python function.
torch-code-tracing: Code trace your PyTorch model and understand its execution.
clang-format-black: A clang-format config that mimics Python's black formatter style.
(gist) Best practice for importing in Python
(gist) Python container typing hierarchy
diagrams: My diagrams for technical documents.
torch-onnx-op-matrix: torch.onnx operator support status
onnx-test-models: Structure only models for testing ONNX tools.
ONNX experiments onnx-spec, onnx-flatbuffers
canto-textbook: The textbook Patrick and I wrote for 98-300 Intro to Cantonese at CMU.

onnx/ir-py onnx/ir-py Public

Efficient in-memory representation for ONNX, in Python

Python 42 19
onnx-safetensors onnx-safetensors Public

Use safetensors with ONNX 🤗

Python 87 5
model-explorer-onnx model-explorer-onnx Public

Visualize ONNX models with model-explorer

Python 69 5
pytorch/pytorch pytorch/pytorch Public

Tensors and Dynamic neural networks in Python with strong GPU acceleration

Python 97.9k 27k
microsoft/onnxscript microsoft/onnxscript Public

ONNX Script enables developers to naturally author ONNX functions and models using a subset of Python.

Python 429 103
onnx/onnx onnx/onnx Public

Open standard for machine learning interoperability

Python 20.4k 3.9k