· software
Why Package Installs Are Slow (And How to Fix It)
How sharded indexing patterns solve a scaling problem in package management The post Why Package Installs Are Slow And How to Fix It appeared first on Towards D...
Source
Towards Data Science
185 posts from this source
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- · ai
Bridging the Gap Between Research and Readability with Marco Hening Tallarico
Diluting complex research, spotting silent data leaks, and why the best way to learn is often backwards. The post Bridging the Gap Between Research and Readabil...
- · ai
Using Local LLMs to Discover High-Performance Algorithms
How I used open-source models to explore new frontiers in efficient code generation, using my MacBook and local LLMs. The post Using Local LLMs to Discover High...
- · ai
Time Series Isn’t Enough: How Graph Neural Networks Change Demand Forecasting
Why modeling SKUs as a network reveals what traditional forecasts miss The post Time Series Isn’t Enough: How Graph Neural Networks Change Demand Forecasting ap...
- · ai
The Hidden Opportunity in AI Workflow Automation with n8n for Low-Tech Companies
How to use n8n with multimodal AI and optimisation tools to help companies with low data maturity accelerate their digital transformation. The post The Hidden O...
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Why Healthcare Leads in Knowledge Graphs
How science, regulation, collaboration, and public funding shaped the world’s most mature semantic infrastructure The post Why Healthcare Leads in Knowledge Gra...
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Data Poisoning in Machine Learning: Why and How People Manipulate Training Data
Do you know where your data has been? The post Data Poisoning in Machine Learning: Why and How People Manipulate Training Data appeared first on Towards Data Sc...
- · ai
A Geometric Method to Spot Hallucinations Without an LLM Judge
Imagine a flock of birds in flight. There’s no leader. No central command. Each bird aligns with its neighbors—matching direction, adjusting speed, maintaining...
- · software
Maximum-Effiency Coding Setup
Learn how to be a more efficient programmer The post Maximum-Effiency Coding Setup appeared first on Towards Data Science....
- · ai
Cutting LLM Memory by 84%: A Deep Dive into Fused Kernels
Why your final LLM layer is OOMing and how to fix it with a custom Triton kernel. The post Cutting LLM Memory by 84%: A Deep Dive into Fused Kernels appeared fi...
- · ai
From RGB to Lab: Addressing Color Artifacts in AI Image Compositing
A multi-tier approach to segmentation, color correction, and domain-specific enhancement The post From RGB to Lab: Addressing Color Artifacts in AI Image Compos...
- · ai
The Great Data Closure: Why Databricks and Snowflake Are Hitting Their Ceiling
Acquisitions, venture, and an increasingly competitive landscape all point to a market ceiling The post The Great Data Closure: Why Databricks and Snowflake Are...