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Machine Learning

Machine Learning Projects from 0 to 1: Pitfalls I've Hit
Five years of machine learning projects taught me hard lessons. Learn the common pitfalls in ML projects and how to avoid them.
 • Meng Li
Turn Four AI Coding Tools into Parallel Research Agents!
OpenResearch turns Claude Code, Codex, OpenCode, and Cursor into parallel research agents with git worktree isolation and full experiment tracking.
 • Meng Li
GPT-6 Astra Is Truly Different from Other Models!
Delete old rules, set clear boundaries, and let GPT‑6 Astra act with initiative. A practical guide to upgrading your prompts
 • Meng Li
Untrained Time Series Forecasting Model
Discover TimesFM: Google's zero-training time series forecasting model. Pre-trained on 100B points, no tuning needed
 • Meng Li
5-Min GluonTS: 3 Lines Swap ARIMA→DeepAR
Install GluonTS in 5 min: pip install “gluonts[torch]” to swap ARIMA for DeepAR probabilistic forecasts with 95% intervals.
 • Meng Li
OCR + LLM: The Ultimate Combo? Top 5 Models Compared
OCR + LLM: Boost accuracy & efficiency. Compare top 5 models for text recognition and AI understanding. Find your best solution.
 • Meng Li
Rustworkx: Rust Performance for Python at Zero Cost
Rustworkx: Boost Python graph algorithms with Rust's speed. Easy install, pure Python API. Perfect for research & production.
 • Meng Li
Nodezator: A Multifunctional Python Node Interface & Low-Code Tool
Discover Nodezator, a multifunctional Python node interface that simplifies node creation, distribution, and low-code development via PyPI.
 • Meng Li
olmOCR: End PDF Parsing & OCR Headaches!
Struggling with messy PDF extraction? Discover olmOCR by AI2 – a powerful tool that effortlessly converts PDFs into clean, usable text and images!
 • Meng Li
Beware of Fake DeepSeek PyPI Packages Spreading Malware
Fake DeepSeek PyPI Packages Steal Developer Data – Protect Your Credentials Now! Threat actors are using fake DeepSeek packages on PyPI to steal API…
 • Meng Li
Ollama: One-Click Deployment Tool for Large Models, Easily Install DeepSeek Locally
Ollama is an open-source LLM runtime for Linux, macOS, and Windows, enabling easy local deployment of models like Llama and DeepSeek with GPU…
 • Meng Li
DeepSeek-Coder-V2: Ultimate Coding & Math Tool, Locally Deployable
DeepSeek-Coder-V2: Open-source MoE code model, 338 languages, 128K context, GPT-4 Turbo rival, locally deployable & API-ready.
 • Meng Li
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