📄 文章列表
617 篇文章
TDS
Two-Stage Hurdle Models: Predicting Zero-Inflated Outcomes
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A Gentle Introduction to Nonlinear Constrained Optimization with Piecewise Linear Approximations
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Neuro-Symbolic Fraud Detection: Catching Concept Drift Before F1 Drops (Label-Free)
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Building a Production-Grade Multi-Node Training Pipeline with PyTorch DDP
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Self-Healing Neural Networks in PyTorch: Fix Model Drift in Real Time Without Retraining
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Explainable AI in Production: A Neuro-Symbolic Model for Real-Time Fraud Detection
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Grounding Your LLM: A Practical Guide to RAG for Enterprise Knowledge Bases
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Detecting Translation Hallucinations with Attention Misalignment
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A Guide to Voice Cloning on Voxtral with a Missing Encoder
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Why MLOps Retraining Schedules Fail — Models Don’t Forget, They Get Shocked
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I Built a Tiny Computer Inside a Transformer
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A Guide to Understanding GPUs and Maximizing GPU Utilization
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RAG Isn’t Enough — I Built the Missing Context Layer That Makes LLM Systems Work
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From Pixels to DNA: Why the Future of Compression Is About Every Kind of Data
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Prefill Is Compute-Bound. Decode Is Memory-Bound. Why Your GPU Shouldn’t Do Both.
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memweave: Zero-Infra AI Agent Memory with Markdown and SQLite — No Vector Database Required
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6 Things I Learned Building LLMs From Scratch That No Tutorial Teaches You
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Dreaming in Cubes
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Introduction to Approximate Solution Methods for Reinforcement Learning
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