Awesome List Updates on Mar 17, 2025

5 awesome lists updated today.

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1. Awesome Polars

Libraries/Packages/Scripts / Polars plugins

• polars_list_utils (⭐4) - Polars extension that provides a set of utilities for working with List-type columns in Polars DataFrames by @dashdeckers.

2. Awesome Agi Cocosci

Concepts / Human Concept Representation

• Simple shape feature computation across modalities: convergence and divergence between the ventral and dorsal visual streams - Cerebral Cortex, 2023. [All Versions]. [Preprints]. Shape processing, whether by seeing or touching, is pivotal to object recognition and manipulation. Although the low-level signals are initially processed by different modality-specific neural circuits, multimodal responses to object shapes have been reported along both ventral and dorsal visual pathways. To understand this transitional process, the authors conducted visual and haptic shape perception fMRI experiments to test basic shape features (i.e. curvature and rectilinear) across the visual pathways. Using a combination of region-of-interest-based support vector machine decoding analysis and voxel selection method, the authors found that the top visual-discriminative voxels in the left occipital cortex (OC) could also classify haptic shape features, and the top haptic-discriminative voxels in the left posterior parietal cortex (PPC) could also classify visual shape features. Furthermore, these voxels could decode shape features in a cross-modal manner, suggesting shared neural computation across visual and haptic modalities. In the univariate analysis, the top haptic-discriminative voxels in the left PPC showed haptic rectilinear feature preference, whereas the top visual-discriminative voxels in the left OC showed no significant shape feature preference in either of the two modalities. Together, these results suggest that mid-level shape features are represented in a modality-independent manner in both the ventral and dorsal streams.

3. Awesome Ruby

Admin Interface

• Madmin (⭐634) - A robust Admin Interface for Ruby on Rails apps

4. Awesome Quantified Self

Open Source Projects / Wealth

• HumanProgrammingInterface (⭐1.5k) - Unify, acces and interact with all of your personal data.

5. Awesome Angular

Authentication / Google Developer Experts

• nblocks - A control center for seamless management of Authentication, Payments, Subscriptions, Feature, and Role management.

Internationalization / Google Developer Experts

• locale-translator (⭐1) - Translate any locale with the provided pipe or service.

DOM / Google Developer Experts

• ngx-copy-to-clipboard (⭐2) - an Angular directive that enables easy text copying to the clipboard with a single click. It supports customizable success/error messages and triggers events on copy actions.

Notifications / Google Developer Experts

• web-notifier (⭐1) - A lightweight and flexible web notification library that provides a simple API for handling browser notifications using RxJS observables.

Inspired by Angular / Google Developer Experts

• ioc (⭐6) - A powerful and flexible Inversion of Control (IoC) container for TypeScript applications. Inspired by Angular and NestJS.

• Next: Mar 16, 2025