📄 文章列表
196 篇文章
TDS
Why AI Alignment Starts With Better Evaluation
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Reading Research Papers in the Age of LLMs
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The Machine Learning “Advent Calendar” Day 8: Isolation Forest in Excel
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Don’t Build an ML Portfolio Without These Projects
TDS
7 Pandas Performance Tricks Every Data Scientist Should Know
TDS
NeurIPS 2025 Best Paper Review: Qwen’s Systematic Exploration of Attention Gating
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The Machine Learning “Advent Calendar” Day 17: Neural Network Regressor in Excel
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4 Ways to Supercharge Your Data Science Workflow with Google AI Studio
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The Machine Learning “Advent Calendar” Day 24: Transformers for Text in Excel
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When Shapley Values Break: A Guide to Robust Model Explainability
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The Great Data Closure: Why Databricks and Snowflake Are Hitting Their Ceiling
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Why Your Multi-Agent System is Failing: Escaping the 17x Error Trap of the “Bag of Agents”
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How to Run Claude Code for Free with Local and Cloud Models from Ollama
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Generative AI, Discriminative Human
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Scaling ML Inference on Databricks: Liquid or Partitioned? Salted or Not?
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RAG with Hybrid Search: How Does Keyword Search Work?
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Stop Tuning Hyperparameters. Start Tuning Your Problem.
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A Tale of Two Variances: Why NumPy and Pandas Give Different Answers
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Bayesian Thinking for People Who Hated Statistics
TDS