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Gradient
Trends
- 1Young founders raise $5.2 million to teach AI agents company workflows▼These young founders just raised $5.2 million from Gradient to teach AI agents how companies work
A group of young founders has raised $5.2 million in funding from Gradient to build technology that teaches AI agents how companies operate. The startup aims to help AI systems understand internal business processes and workflows, making them more useful as workplace assistants. The round highlights continued investor interest in agentic AI tools for enterprise use.
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A technical article explaining the softmax function and how to compute its derivative has drawn attention among developers and machine-learning practitioners. Softmax converts a vector of raw scores into a probability distribution and is central to classification models and neural network outputs. The piece walks through the mathematics of its gradient, including the coupling between outputs, which often trips people up when deriving backpropagation by hand.
- 3Student enters Kaggle competition as college machine learning project●Today I applied to a kaggle competition, it's actually a college project. Training a ML model. Some fields are categoric
A student has entered a Kaggle competition as part of a college project, training a machine learning model on a dataset of over 100,000 rows with categorical fields. They are comparing three gradient boosting libraries — XGBoost, LightGBM and CatBoost — using F1 Macro as the evaluation metric, and report that XGBoost fell behind early.
- 4Duonite neumorphic wallpaper collection released for iPhone●🎨 مجموعه والپیپرهای جدید Duonite برای iPhone منتشر شد. این تصاویر با طراحی نئومورفیک و گرادینتهای جذاب، جلوهای متفاوت
A new wallpaper collection called Duonite has been released for iPhone users, featuring neumorphic designs and eye-catching gradients that give the phone's screen a distinctive look. The collection is available through the Radiance Wallpapers app, and iPhone users interested in customising their home or lock screens are being encouraged to try it.
Repos
- shader-effects-inc/shaders WebGPU components for React, Vue, Svelte, Solid, JS & Framer
- storytold/vectorcraft An open-source, clean-room reimplementation of Adobe Illustrator, built in pure Rust.
- pbakaus/impeccable The design language that makes your AI harness better at design.