Open-Sourcing Google's Lattice Models in PyTorch
We're a group of engineers, AI/ML enthusiasts, and author of this paper https://openreview.net/forum?id=0pxiMpCyBtr who saw a closed door in AI/ML and decided to open it. This project is a PyTorch reimagining of Google's TensorFlow Lattice models, which despite being labeled open-source, were previously open in name only (you have to be a Googler to contribute). Also, side point…TensorFlow is dying https://thenextweb.com/news/why-tensorflow-for-python-is-dyi... Here's the deal: Lattice models excel in making AI interpretable—key for sectors where…
Open-Sourcing Google's Lattice Models in PyTorch launched on November 15, 2023 with 13 votes, #1,360 of 4,332 launches that month and more than 75% of that year's launches. The site was still online in September 2026, 2 years on.
In plain words
This project provides a PyTorch implementation of Google's Lattice models, making interpretable machine learning accessible to a broader audience. Lattice models excel at explaining AI predictions, which is critical in regulated industries and high-stakes applications. The toolkit reimplements TensorFlow's closed implementation as truly open-source software, enabling community contributions and leveraging PyTorch's ecosystem for flexibility and ease of use.
written from the facts on this page · September 2026
From the sources
A PyTorch implementation of constrained optimization and modeling techniques - willbakst/pytorch-lattice
In the maker’s words, at launch
We're a group of engineers, AI/ML enthusiasts, and author of this paper https://openreview.net/forum?id=0pxiMpCyBtr who saw a closed door in AI/ML and decided to open it. This project is a PyTorch reimagining of Google's TensorFlow Lattice models, which despite being labeled open-source, were…
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