Hands-on with graphify on httpx: a 2,233-node code graph in 2.1 s with zero LLM tokens, and explain at 628 tokens vs 13,659 to read the file.

A transformer-autoencoder method that groups federated clients without labels improved sentiment-classification accuracy across controlled label-skew conditions on Sentiment140 and IMDB.

Researchers combined a deep autoencoder with K-Means clustering to group brain tumor MRI scans into latent imaging-pattern ...

Python 3.15's UTF-8 default reduces environment-dependent behavior when no encoding is specified. We look at what it means ...

Today all the cool languages and runtimes pledge allegiance to UTF-8, including Rust, Go, and Node.js (JavaScript itself prefers UTF-16 for internal encoding). Most code editors, from Visual Studio ...

文章浏览阅读11次。文本分类是自然语言处理中最基础也最常被问到的任务之一，核心思路是把非结构化的文字转换成数值特征，再交给机器学习模型自动判断类别。在金融、舆情监测、新闻推荐等场景中，文本分类能帮助快速甄别利好消息、风险信号或用户情绪，具有很高的工程落地价值。实现 ...

Supersonic Labs' Julia 1 is a 144.3M-parameter Apache 2.0 decision model that classifies, scores, and routes on CPU.

The AI lab had argued multiple violations of its rights, but a divided panel of judges sided with the Trump administration. Anthropic lost a legal battle to overturn one of the supply-chain risk ...

A support team has thousands of unlabelled tickets and time to classify only a few hundred. Should it choose tickets at random, or let a model decide which ones would be most useful? The choice ...

Fastino Labs has released GLiNER2.5-Decide, a 340M-parameter open-weight decision model. It takes text and a schema of typed questions and returns structured answers. Each answer comes with a ...

Department of Psychological and Brain Sciences, University of Iowa, Iowa City, United States Cognitive Control Collaborative, University of Iowa, Iowa City, United States Princeton Neuroscience ...