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👯‍♀️📦 Edge#151: Model Packaging

TheSequence

In this issue: we discuss Model Packaging; we explore Typed Features at LinkedIn; we overview ONNX, a key framework for ML Interoperability. Enjoy the learning!

Package PyTorch Models in a Self-Contained Format

Towards Data Science

torch.package is a new way to package PyTorch models in a self-contained, stable format.

Packages

Learn Java

Understanding Packages To make types easier to find and use, to avoid naming conflicts, and to control access, programmers bundle groups of related types into packages. Definition: A package is a gro...

Package structure and distribution

Python Packages

Chapter 3: How to package a Python provided a practical overview of how to create, install, and distribute a Python package. This chapter now goes into more detail about what a Python package actuall...

The Packaging Tool aka `jpackage` - JEP Café #4

Inside Java

Make sure to check the show-notes !

Packaging Your Code

The Hitchhiker's Guide to Python!

Packaging Your Code Package your code to share it with other developers. For example, to share a library for other developers to use in their application, or for development tools like ‘py.test’. An a...

Sequence Packing and Token Weighting

Towards AI

References 1. Molmo 2: State-of-the-art video understanding, pointing, and tracking 2. Efficient LLM Pretraining: Packed Sequences and Masked Attention 3. From Equal Weights to Smart Weights: OTPO’s ...

Part V - Packaging and Distribution

Python 101

In Part V you will learn about Python packaging and the various methods to distribute your code. You will learn about the following: How to create a module and package Publishing your Packages to the...

Package declaration

Essential Java

package com . example . my . package ; The package declaration should not be line wrapped, regardless of whether it exceeds the recommended maximum length of a line.

Case Study: Modularizing a Package

R-bloggers

Origins of deepdep Separation of woodendesc A new package is not always the answer Modularization of tidysq Summary “Would it be possible…?”, “I think it would be nice if…”, “Can you implement…?”. Use...

Case Study: Modularizing a Package

R-bloggers

Origins of deepdep Separation of woodendesc A new package is not always the answer Modularization of tidysq Summary “Would it be possible…?”, “I think it would be nice if…”, “Can you implement…?”. Use...

Software Packaging and Distribution

The Python Standard Library

Software Packaging and Distribution These libraries help you with publishing and installing Python software. While these modules are designed to work in conjunction with the Python Package Index , th...