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Building a Random Forest by Hand in Python | by Matt Sosna | Jan, 2024

Data ScienceJanuary 30, 2024154Views 0Likes 0Comments

A deep dive on a powerful and popular algorithm Photo by FlyD on UnsplashFrom drug discovery to species classification, credit scoring to cybersecurity and more, the random forest is a popular and powerful algorithm for modeling our complex world. Its versatility and predictive prowess would seem to require cutting-edge complexity, but if we dig into…

What I Learned From Using ChatGPT for Data Science

Data AnalyticsJanuary 30, 2024146Views 0Likes 0Comments

Image by Author There’s one single lesson I learned from using ChatGPT. It’s wonderfully helpful in data science, but you must scrutinize everything it outputs. It’s great for some tasks and can do them very quickly and accurately. For some other tasks, it’s good enough, and you’ll have to prompt it several times.…

This AI Paper Introduces RPG: A New Training-Free Text-to-Image Generation/Editing Framework that Harnesses the Powerful Chain-of-Thought Reasoning Ability of Multimodal LLMs

AI NewsJanuary 30, 2024136Views 0Likes 0Comments

A team of researchers associated with Peking University, Pika, and Stanford University has introduced RPG (Recaption, Plan, and Generate). The proposed RPG framework is the new state-of-the-art in the context of text-to-image conversion, especially in handling complex text prompts involving multiple objects with various attributes and relationships. The existing models which have shown exceptional results…

Maixtchup: Make Your Own Mixture of Experts with Mergekit

Data ScienceJanuary 30, 2024144Views 0Likes 0Comments

The rise of the MoEs Image by the author — Generated with DALL-ESince the release of Mixtral-8x7B by Mistral AI, there has been a renewed interest in the mixture of expert (MoE) models. This architecture exploits expert sub-networks among which only some of them are selected and activated by a router network during inference. MoEs…

Credit Card Reconciliation in QuickBooks Online

NanonetsJanuary 29, 2024160Views 0Likes 0Comments

QuickBooks is one of the most widely used apps for bookkeeping, and it offers a convenient way to reconcile credit cards without needing external tools. In this article, we guide you through the credit card reconciliation process in QuickBooks, addressing common issues and providing useful tips to streamline the procedure. In the top help…

Natural Language Processing: Bridging Human Communication with AI

Data AnalyticsJanuary 29, 2024160Views 0Likes 0Comments

Photo by ROMAN ODINTSOV Imagine a world where machines are able to understand what you say and how you feel; where you can talk to a computer, and it’ll respond; and where technology can sift through the text and summarize it for you. Wait a minute. You don’t have to imagine anything — it’s…

Jump-start Your RAG Pipelines with Advanced Retrieval LlamaPacks and Benchmark with Lighthouz AI | by Wenqi Glantz | Jan, 2024

Data ScienceJanuary 29, 2024172Views 0Likes 0Comments

Exploring robust RAG development with LlamaPacks, Lighthouz AI, and Llama Guard Image generated by DALL-E 3 by the authorSince the launch in late November 2023, LlamaPacks has curated over 50 packs to help jump-start your RAG pipeline development. Among these, many advanced retrieval packs emerged. In this article, let’s dive into seven advanced retrieval packs;…

Bank Statement Reconciliation in QuickBooks Online

NanonetsJanuary 29, 2024146Views 0Likes 0Comments

Learning to reconcile with QuickBooks Online is a starting step for using QuickBooks to manage books. QuickBooks is a handy tool to help you reconcile your accounts without using any external tools. In this article, we walk through the reconciliation process in QuickBooks, address common issues, and provide useful tips. Search for “Reconcile” in…

Cypher Generation: The Good, The Bad and The Messy | by Silvia Onofrei | Jan, 2024

Data ScienceJanuary 29, 2024156Views 0Likes 0Comments

Methods for creating fine-tuning datasets for text-to-Cypher generation. Created with ChatGPT-DALLECypher is Neo4j’s graph query language. It was inspired and bears similarities with SQL, enabling data retrieval from knowledge graphs. Given the rise of generative AI and the widespread availability of large language models (LLMs), it is natural to ask which LLMs are capable of…

Google AI Research Proposes SpatialVLM: A Data Synthesis and Pre-Training Mechanism to Enhance Vision-Language Model VLM Spatial Reasoning Capabilities

AI NewsJanuary 28, 2024146Views 0Likes 0Comments

Vision-language models (VLMs) are increasingly prevalent, offering substantial advancements in AI-driven tasks. However, one of the most significant limitations of these advanced models, including prominent ones like GPT-4V, is their constrained spatial reasoning capabilities. Spatial reasoning involves understanding objects’ positions in three-dimensional space and their spatial relationships with one another. This limitation is particularly pronounced…