Exploring GraphRAG from Theory to Implementation
GraphRAG adopts a more structured and hierarchical method to Retrieval Augmented Generation (RAG), distinguishing itself from traditional RAG approaches that ...
Tag: Theory
UC Riverside researchers propose Pkd tree (parallel kd tree): a parallel kd tree that is efficient in both theory and practice
The exponential growth of multidimensional data in various fields, such as machine learning, geospatial analysis, and clustering, has posed significant ...
WaveletGPT: Leveraging Wavelet Theory for Faster LLM Training Across All Modalities
Large language models (LLMs) have revolutionized artificial intelligence and have impacted various scientific and engineering disciplines. The Transformer architecture, initially ...
Early Bitcoin developers back Satoshi Nakamoto's theory
<img src="https://bitcoinmagazine.com/.image/c_fit%2Ch_800%2Cw_1200/MTc5Mjk3NzYxMTEwNTMzODI3/jeff-garzik-bitcoin-is-moving-to-new-growth-stage-with-cross-chain-smart-contracts.jpg" />Jeff Garzik, a longtime Linux contributor and early open source developer who contributed to the bitcoin project between ...
From theory to practice with particle swarm optimization using Python | by Piero Paialunga | Sep, 2024
There is a joke that makes me laugh a lot:“Did you know that before the clock was invented, people had ...
What a 160-year-old theory about coal predicts about our self-driving future
After a brutal 2023The vibe around self-driving cars is improving. Cruise, the industry leader whose vehicle was involved in technology/2023/11/08/cruise-crash-driverless-recall/">A ...
Feature Extraction for Time Series, from Theory to Practice, with Python | by Piero Paialunga | August, 2024
Time series They are a special animalWhen I started my Machine learning I did my degree because I loved physics ...
Understanding cognitive development in students through Piaget's theory
Key points: In the ever-changing landscape of education, it is important to understand how students think and learn in order ...
Elliott Wave Theory Suggests Bitcoin Price Will Fall Below $40,000
The Elliott Wave theory has become very popular among bitcoin analysts, given its effectiveness in helping to estimate where the ...
What is KL divergence that revolutionized machine learning?
Introduction Few concepts from mathematics and information theory have had such a profound impact on modern machine learning and artificial ...
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