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Mathematics News & Resources
4Mathematics is a specialist search engine for Mathematics. Discover the latest math news and mathematical content. Part of the 4SEARCH network of topic specific search engines.
Latest Articles
Open Source Alternatives to Parsewise (2026)
5+ hour, 1+ min ago (589+ words) 60 open source API Platform options similar to Parsewise, ranked by named competitors first, sector overlap, and our 0-100 AI-readiness score. Each profile notes license and self-hosting where we have it. View all alternatives to Parsewise → OpenAI is an AI research and…...
Applied Sciences, Vol. 16, Pages 8152: Utilizing Concept Ontologies for Designing Neural Network-Based Classifiers
9+ min ago (582+ words) Deep neural networks have achieved substantial success in image, text, and signal analysis, but their advantage is less consistent for heterogeneous tabular data, where tree-based ensemble methods often remain strong baselines. This study proposes CANON (Cross-Attention Neuro-symbolic Ontology Network), a…...
Gallery of Research Centre for Yu Yi Educational Thought / TM Studio - 32
4+ hour, 29+ min ago (22+ words) ArchDaily Research Centre for Yu Yi Educational Thought / TM Studio...
Gallery of Research Centre for Yu Yi Educational Thought / TM Studio - 27
4+ hour, 29+ min ago (22+ words) ArchDaily Research Centre for Yu Yi Educational Thought / TM Studio...
Gallery of Research Centre for Yu Yi Educational Thought / TM Studio - 19
5+ hour, 27+ min ago (22+ words) ArchDaily Research Centre for Yu Yi Educational Thought / TM Studio...
Fine-Tuning Tool-Calling LLMs: A Complete Guide Using XYZ-Aquila-SFT and Qwen3
24+ min ago (574+ words) Implement an end-to-end fine-tuning pipeline for tool-calling language models. This tutorial covers parsing trajectories, structured tool-call extraction, Qwen-compatible ChatML rendering, and efficient LoRA adaptation using PyTorch. The post Fine-Tuning Tool-Calling LLMs: A Complete Guide Using XYZ-Aquila-SFT and Qwen3 appeared first on…...
How to List Postgres Columns: A Practical Guide for Teams
2+ hour, 18+ min ago (1161+ words) If your team sells, markets, or runs operations on top of customer data, Postgres is probably where your truth lives. But when you ask simple questions like “What’s actually in this table?” you often wait on a developer or fumble…...
o1-pro vs Qwen3.8-27B: Benchmarks & Cost
7+ hour, 53+ min ago (175+ words) Five or fewer confirmed AI changes, with original sources, on mornings when something changed.A free source-linked morning brief. Rankings, research, tools, and data standards. Selectors, cost tools, and embeds Estimated · Public rank #158 Updated August 15, 2026. Public scores include evidence status…...
layernorm
2+ day, 10+ min ago (33+ words) vLLM _fused_add_rms_norm(x, x_residual, weight, epsilon, variance_size=None) ¶ Fused add and weighted root-mean-square layer normalization _rms_norm(x, weight, epsilon, variance_size=None) ¶ Weighted root-mean-square layer normalization...
Gallery of Research Centre for Yu Yi Educational Thought / TM Studio - 39
4+ hour, 29+ min ago (22+ words) ArchDaily Research Centre for Yu Yi Educational Thought / TM Studio...