Scanning all new published packages on PyPI I know that the quality is often quite bad. I try to filter out the worst ones and list here the ones which might be worth a look, being followed or inspire you in some way.

• aiflow
AI Flow, an extend operators library for airflow, which helps AI engineer to write less, reuse more, integrate easily.

• hugin
HuginEO – Machine Learning for Earth Observation experimentation tool

• InterviewTranscriber
Python based interface for interacting with Google Cloud’s Speech-to-Text API and Cloud Storage API.

• pyss3
Python package that implements the SS3 text classifier (with visualizations tools for XAI)

• repsci-elplatt
A tool for reproducible scientific computing

• rhml-server
RhytmicML: A tool for ML models deployment and versioning – server side. This is a server part of RhythmicML – A tool for ML models deployment and versioning. Server handles deployed models.

• tlaplus-jupyter
Jupyter kernel for TLA⁺

• torchkbnufft
An easy-to-use Kaiser-Bessel NUFFT for PyTorch. Torch KB-NUFFT implements a non-uniform Fast Fourier Transform with Kaiser-Bessel gridding in PyTorch. The implementation is completely in Python, facilitating robustness and flexible deployment in human-readable code. NUFFT functions are each wrapped as a “`torch.autograd.Function“`, allowing backpropagation through NUFFT operators for training neural networks.

• botbuilder-testing
Microsoft Bot Framework Bot Builder

• bw-migrations
Migration data and utilities for Brightway IO and LCA in general. Most databases use their own nomenclature for classification systems, units, etc. These systems need to be matched when linking from one database to another. Often, a simple mapping is suitable, and tools like (https://…/correspondentia ) are a good fit. However, sometimes one needs more complexity, e.g. change field X to Y, but only if field A has value B. When ecoinvent released version 3, they changed their unit of mesaure for water from kilograms to cubic meters. bw_migrations provides tools for this more complicated transformations.