A Complete End-to-End Coding Guide to MLflow Experiment Tracking, Hyperparameter Optimization, Model Evaluation, and Live Model Deployment
3 月 1, 2026admin NUAI,Committee,新闻,Uncategorized(0)In this tutorial, we build a complete, production-grade ML experimentation and deployment workflow using MLflow...
A Comparison of Traditional Machine Learning Algorithms and LSTM-Based Deep Learning Models for Email Sentiment Analysis
5 月 6, 2026admin NUAI,Committee,新闻,Uncategorized(0)arXiv:2605.03440v1 Announce Type: new Abstract: The rapid growth of electronic communication has necessitated more robust...
A Coding Tutorial on Datashader on Rendering Massive Datasets with High-Performance Python Visual Analytics
4 月 26, 2026admin NUAI,Committee,新闻,Uncategorized(0)In this tutorial, we explore Datashader, a powerful, high-performance visualization library for rendering massive datasets...
A Coding Tutorial for Running PrismML Bonsai 1-Bit LLM on CUDA with GGUF, Benchmarking, Chat, JSON, and RAG
4 月 19, 2026admin NUAI,Committee,新闻,Uncategorized(0)In this tutorial, we implement how to run the Bonsai 1-bit large language model efficiently...
A Coding Implementation to Training, Optimizing, Evaluating, and Interpreting Knowledge Graph Embeddings with PyKEEN
2 月 1, 2026admin NUAI,Committee,新闻,Uncategorized(0)In this tutorial, we walk through an end-to-end, advanced workflow for knowledge graph embeddings using...
A Coding Implementation to Parsing, Analyzing, Visualizing, and Fine-Tuning Agent Reasoning Traces Using the lambda/hermes-agent-reasoning-traces Dataset
5 月 2, 2026admin NUAI,Committee,新闻,Uncategorized(0)In this tutorial, we explore the lambda/hermes-agent-reasoning-traces dataset to understand how agent-based models think, use...
A Coding Implementation to Establish Rigorous Prompt Versioning and Regression Testing Workflows for Large Language Models using MLflow
2 月 9, 2026admin NUAI,Committee,新闻,Uncategorized(0)In this tutorial, we show how we treat prompts as first-class, versioned artifacts and apply...
A Coding Implementation to Design a Stateful Tutor Agent with Long-Term Memory, Semantic Recall, and Adaptive Practice Generation
2 月 16, 2026admin NUAI,Committee,新闻,Uncategorized(0)In this tutorial, we build a fully stateful personal tutor agent that moves beyond short-lived...
A Coding Implementation to Build and Train Advanced Architectures with Residual Connections, Self-Attention, and Adaptive Optimization Using JAX, Flax, and Optax
11 月 11, 2025admin NUAI,Committee,新闻,Uncategorized(0)In this tutorial, we explore how to build and train an advanced neural network using...
