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Unveiling Deepgraph! 🚀 Get ready to truly understand any public code repository. Dive deep into codebases, visualize structures, and gain instant insights. We've even tested it on @Meta 's facebookresearch/vggt repo! No more getting lost in complex projects! #Deepgraph…

#PyTorch Geometric vs. #DeepGraph Library buff.ly/3784nG1 #BigData #DataScience #Deeplearning #ArtificialIntelligence #NLP #NoSQL #IoT #TensorFlow #Serverless #Kubernetes #R #Python #DataBase #Cassandra #kafka #hadoop #spark #DataMining #GlobalMV #AIOps #MLOps

Going with @ApacheSpark & its eco system, offers integrated support for Drools business rules, SQL queries, machine learning, natural language processing (David Talby SparkNLP), deep learning (via Intel AI #AnalyticsZoo) & graph processing via our #GraphFrames based #DeepGraph.

#IgniteGraph perfectly integrates with our #DeepGraph & eases the use of graph #analytics algorithms on Threat Intel or #IoT or both data. Computing centrality, detecting communities, predicting links & more is now available for those of you, who prefer to go with #ApacheIgnite.

Our #DeepGraph component integrates with #IgniteGraph and brings the power of page rank, community detection and other graph analytics algorithms to the world of connected things. The missing link is our FIWARE streaming component. #IoT #AI #Data #Analytics #Fiware #Graph

Just another step to move data to information to knowledge. HGraphDB is a distributed graph database on top of Apache HBase & now can be used as another network information source for #DeepGraph. #apachespark #graphframes #knowledgegraph #predictiveworks #Analytics #AI

Now you have a distributed in-memory graph database at your fingertips. Reminder: #IgniteGraph perfectly integrates with #DeepGraph, #GDELTFrames and other components of #PredictiveWorks eco system. #graphdatabase #knowledgegraph #apacheignite #apachespark #Analytics

Just a reminder at the end of this post: #DeclarativeAI is just one the D's in our 4D architecture for ##traders & investors. Stay tuned and next, we briefly sketch, our #DeepGraph component.

#DeepGraph feeds enterprise sales teams with hyper-targeted warm leads tcrn.ch/2qaQVHc #ESFATX

Der Social Media News Room wurde gerade veröffentlicht! paper.li/mawogo/1323081… #künstlicheintelligenz #deepgraph

#KünstlicheIntelligenz #DeepGraph wird in #HubSpot CRM integriert startupvalley.news/de/hubspot-ueb… via @startup_valley

HubSpot acquires Kemvi to bring more AI into its sales and marketing platform goo.gl/P8nuXu #deepgraph #enterprise #hubspot

#DeepGraph feeds #enterprise sales teams with #hyper-#targeted #leads ioebusiness.com/deepgraph-feed… #Advertising #Sales #Marketing #AI

Hyper-target warm leads are yummy! #DeepGraph feeds #enterprise #sales teams with leads - klou.tt/gbv94vzv7taz

What #BI and #DeepLearning tools does your company leverage to improve sales? 📈 buff.ly/2qyEBDT #DeepGraph #Startup #SalesManagement

#getstartup: #DeepGraph feeds enterprise sales teams with hyper-targeted warm leads #startupchats tcrn.ch/2q7GWVd

Rianne van den Berg @UvA_Amsterdam @ams_ds #deepGraph #convolutional #recommenders GitHub.com/tkipf/gcn

This is the JPEG moment for AI. Optical compression doesn't just make context cheaper. It makes AI memory architectures viable. Training data bottlenecks? Solved. - 200k pages/day on ONE GPU - 33M pages/day on 20 nodes - Every multimodal model is data-constrained. Not anymore.…

15 Deep Pictures That Will Make You Think: 1.

BOOOOOOOM! CHINA DEEPSEEK DOES IT AGAIN! An entire encyclopedia compressed into a single, high-resolution image! — A mind-blowing breakthrough. DeepSeek-OCR, unleashed an electrifying 3-billion-parameter vision-language model that obliterates the boundaries between text and…

🚀 DeepSeek-OCR — the new frontier of OCR from @deepseek_ai , exploring optical context compression for LLMs, is running blazingly fast on vLLM ⚡ (~2500 tokens/s on A100-40G) — powered by vllm==0.8.5 for day-0 model support. 🧠 Compresses visual contexts up to 20× while keeping…

🚨 DeepSeek just did something wild. They built an OCR system that compresses long text into vision tokens literally turning paragraphs into pixels. Their model, DeepSeek-OCR, achieves 97% decoding precision at 10× compression and still manages 60% accuracy even at 20×. That…

20 DEEP VISUALS THAT WILL MAKE YOU THINK : 1.

IT FREAKING WORKED! At 4am today I just proved DeepSeek-OCR AI can scan an entire microfiche sheet and not just cells and retain 100% of the data in seconds… AND Have a full understanding of the text/complex drawings and their context. I just changed offline data curation!

A more serious thread on the DeepSeek-OCR hype / serious misinterpretation going on. 1. On token reduction via representing text in images, researchers from Cambridge have previously shown that 500x prompt token compression is possible (ACL'25, Li, Su, and Collier). Without…

For this shot, I went with two distinct variations of the color frames. I built a handy node where I could shift the hue and apply thresholding per Deep ID or layer.

DeepSeek just dropped a new OCR model! And this isn't about OCR. We've all heard "a picture is worth a thousand words." DeepSeek literally proved it. They've built a breakthrough in AI memory compression that could change how models handle long contexts. The core idea:…

15 Deep Visuals That Will Make You Think: 1.

DeepSeek-OCR looks impressive, but its core idea is not new. Input “Text” as “Image” — already explored by: LANGUAGE MODELING WITH PIXELS (Phillip et al., ICLR 2023) CLIPPO: Image-and-Language Understanding from Pixels Only (Michael et al. CVPR 2023) Pix2Struct: Screenshot…

15 Deep Visuals That Will Make You Think: 1.

Deep Visuals That Will Make You Think A Thread🧵🪡🪡 1.

Summary chart of deep learning neural networks

Dexscreener filters I use to find Hidden Gems

20 DEEP VISUALS THAT WILL MAKE YOU THINK : 1.

Unlike closed AI labs, DeepSeek proves they are truly open research Their OCR paper treats paragraphs as pixels and is 60x leap more efficient than traditional LLMs Small super efficient models are the future

15 Deep Visuals That Will Make You Think: 1.

DeepSeek finally released a new model and paper. And because this DeepSeek-OCR release is a bit different from what everyone expected, and DeepSeek releases are generally a big deal, I wanted to do a brief explainer of what it is all about. In short, they explore how vision…