How to Filter Association Rules: Multi-Metric Approach in Python




Plus: newsbits.

Following the Life of an Abandoned Bull in Nepal

For reasons I can’t fully explain, people’s failure to return their carts bothers me more than it probably should. But then I realized I can do something about it.
Learn how different memory systems affect multi-agent planning. Comparing Memory Systems for LLM Agents highlights key performance metrics.
Plain Vector RAG
sublinear scaling

Sixty days with the AI coding decacorn

Learn how to use Python's Apriori algorithm to find frequent itemsets in transaction data automatically.
Apriori uses a simple strategy: if a set of items appears rarely, any larger set containing those items will be even rarer. This allows the algorithm to skip large portions of the search space.

With its pristine jungles and small towns, this Hawaiian island retains the unmanicured charm of Old Polynesia with few modern intrusions.

The BAIR Blog

The early history of the United States runs along with the first years of the railroad.

Sharing this quick list on How To Analyze An Income Statement. I think it covers the basics pretty well.
Easy-to-use tool for adding text and captions to your photos. Create memes, posters, photo captions and much more!

Crack open calm with Upstate’s Ruby Red Ranch Water, a bright, citrusy blend of juicy grapefruit, 10mg of hemp-derived THC, and a functional dose of adaptogenic mushrooms. Lion’s Mane, Cordyceps, and Reishi work together to support balance and resilience. Lion’s Mane supports…

A sudden flash of insight is a product of your brain. Neuroscientists track the neural activity underlying an “aha” and how it might boost memory.

Larissa MacFarquhar writes about the recent research into the neurodiverse syndromes known as aphantasia and hyperphantasia, their effects on our experience of trauma and memory, and the sense of identity that has grown up around them.
Vividness of Visual Imagery Questionnaire
blindsight

The 'Social Register' was a who’s who of America’s rich and powerful—the heirs of robber barons, scions of political dynasties, and descendants of 'Mayflower' passengers. It was also the perfect hit list for the country’s hardest-working art thief.

The challenge of cure time🌌Get Nebula using my link for 40% off an annual subscription: https://go.nebula.tv/Practical-Engineering🏙️Watch 17 Pages: https:/...

Hotels and landlords can mitigate legal risks by choosing decentralized revenue management systems that use public data.

True drone swarms can cut costs and boost efficiency in agriculture, logistics and humanitarian demining, but software remains a hurdle.

Compare the top 7 large language models and systems for coding in 2025. Discover which ones excel for software engineering tasks.
OpenAI GPT-5 / GPT-5-Codex Anthropic Claude 3.5 Sonnet / Claude 4.x Sonnet with Claude Code Google Gemini 2.5 Pro Meta Llama 3.1 405B Instruct DeepSeek-V2.5-1210 (with DeepSeek-V3 as the successor) Alibaba Qwen2.5-Coder-32B-Instruct Mistral Codestral 25.01
Core coding quality: HumanEval, MBPP / MBPP EvalPlus, code generation and repair quality on standard Python tasks. Repo and bug-fix performance: SWE-bench Verified (real GitHub issues), Aider Polyglot (whole-file edits), RepoBench, LiveCodeBench. Context and long-context behavior: Documented…

Marlon Brando has now been gone for more than two decades, and so thoroughgoing was his impact on the art of film acting that younger generations of movie-lovers may have trouble pinning down what, exactly, he did so differently on screen.

If language is what makes us human, what does it mean now that large language models have gained “metalinguistic” abilities?

A brain dump of all the ways I've been using Claude Code.

Read on and discover five non-Abrahamic World Religions to better understand yourself and the world you live in.
A conversational AI system that listens, learns, and challenges

Master the ultimate communication skill, useful in almost any scenario.
YAML is a data serialization format used for configuration files and more. This article explains YAML fundamentals and practical applications in Kubernetes and other environments.
Eleven years ago, the podcast host Stephen West was stocking groceries.

Kevin Kelly co-founded Wired magazine and is the author of the book Excellent Advice for Living. We cover his concept of the Technium, why rituals are an underappreciated part of society and family life, and the importance of developing your authentic self over a lifetime.

Browse amazing gift ideas for guys like pen sets, flasks, greeting cards, socks, shot glasses, and even funny toothbrushes. Yep, gifts for guys who have everything. Enjoy gifts for him under $50, including gifts for men, husbands, boyfriends from brands like BlueQ, Groovy…


Released in 2024, uv is hands-down the best tool for managing Python installations and dependencies. Here's why.
They’re no longer terrible—in fact, they’re often the draw.

You've likely used ChatGPT, Gemini, or Grok, which demonstrate how large language models can exhibit human-like intelligence. While creating a clone of these large language models at home is unrealistic and unnecessary, understanding how they work helps demystify their…

From DeepSeek-V3 to Kimi K2: A Look At Modern LLM Architecture Design
this section, I’ll focus on two key architectural techniques introduced in DeepSeek V3 that improved its computational efficiency and distinguish it from many other LLMs:
Multi-Head Latent Attention (MLA)

In the city of Everett, inside a vault built with thick concrete blocks is Polaris, a machine that could change the world.

Learn to calculate and interpret five essential effect size measures with Python examples and clear guidance.
Cohen’s d — the standardized difference between two group means r (correlation coefficient) — the strength of a relationship between variables Odds ratio — how much more likely an outcome is in one group than another η² (eta squared) — how much of the total variance your variable explains Cliff’s…

From Greek constellations to Gaelic spirits, these 15 English word origins reveal how a Germanic language evolved into a global vocabulary.

South-up maps are challenging traditional views of the Earth—and the political and cultural beliefs that go with them.

How blocks in the Bitcoin blockchain are chained together. Looking at an example at the the byte level to get the real story, past the oversimplifications.

My syllabus is a mess of half-remembered intentions. I re-use icebreakers that I know don’t work. I forget to grade the first assignment until Week Four. I write emails that begin with “So sorry for the delay!” and I mean it. I use “This reminded me of something I once read—” as…
Codes/Notebooks for AI Projects. Contribute to Marktechpost/AI-Tutorial-Codes-Included development by creating an account on GitHub.

Newly renovated campground situated less than a ¾ of a mile hike from the New River Gorge Bridge. The Outpost offers a variety of lodging options from newly renovated rustic cabins, recently paved RV camper hookup sites, updated tent platforms, field camping spaces and a…
Useful collection of examples by Shaun Pedicini who tested Seedream 4, Gemini 2.5 Flash, Qwen-Image-Edit, FLUX.1 Kontext [dev], FLUX.1 Kontext [max], OmniGen2, and OpenAI gpt-image-1 across 12 image editing prompts. …

Learn the 5 common LLM parameters explained with examples to optimize your model's performance and generate desired results.
max_completion_tokens, temperature, top_p, presence_penalty, and frequency_penalty
Max Tokens is the maximum number of tokens the model can generate during a run

Hidden deep in the Rockies and only visible by boat, Spirit Island is one of Canada's most iconic places – and a sacred site for those who have sealed it off from the world.

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