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XGBoost for Regression, Predictive Modeling, and Time Series Analysis — Learn how to build, evaluate, & deploy predictive models: amzn.to/4l2YcU9 v/ @PacktDataML — My review: 🟠XGBoost is definitely the focal point and central contribution of this book, and also those…
Search OPENAI_API_KEY on GitHub and thank Vibe Coders.
🚨NEW: Python library for LLM Prompt Management This is what it does:
framework for domain-specific knowledge extraction and reasoning with LLMs
How Small Are Microplastics? We Put Things Into Perspective 🔬 visualcapitalist.com/how-small-are-…
This should be impossible! You can clean any ML dataset in just three lines of code. Flag outliers, find label errors, and more, across: - Any data (tabular, text, image, etc.) - Any task (classification, entity recognition, etc.) 100% open-source, built by MIT researchers.
Most "agents" today are shallow while loops around an LLM and tools. Works for simple tasks, but fails when a task requires 50+ steps over several days. To solve complex problems, we need an architectural shift towards Deep Agents (Agents 2.0). We have to decouple planning…
Visualized: H-1B Visa Approvals by Country in 2024 🛂 visualcapitalist.com/visualized-h-1…
Multi-Head Latent Attention 🔗 github.com/rasbt/LLMs-fro…
Just a bit of weekend coding fun: A memory estimator to calculate the savings when using grouped-query attention vs multi-head attention (+ code implementations of course). 🔗 github.com/rasbt/LLMs-fro… Will add this for multi-head latent, sliding, and sparse attention as well.
PyCaret is an open-source, low-code machine learning library in Python designed to simplify and automate workflows for building, training, and deploying machine learning models. Supporting tasks like classification, regression, clustering, and time-series forecasting, PyCaret…
Here's FastAPI 0.119.0 🚀 With support for both @pydantic v2 and v1 on the same app, at the same time 🤯 This is just so you can migrate to Pydantic v2 if you haven't done it yet, here's your (last) chance! 🤓 Pydantic v1 is now deprecated ⛔️ Read more fastapi.tiangolo.com/how-to/migrate…
Top 10 Python Libraries for Generative AI You Need to Master in 2025 (The tools behind document agents, intelligent assistants, and next-gen interfaces.) Everything you need to know: 🧵
Me after seeing the first slides I made when I joined consulting
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