List: MetrixLab | Curated by B.M.R. Heijligers

Jan 28, 2025
135 stories
MetrixLab 
In
TDS Archive
by
Giuseppe Futia
Ontology Reasoning in Knowledge GraphsA Python hands-on guide to understanding the principles of generating new knowledge by following logical processes
Nov 15, 2024
5
Nov 15, 2024
5
In
NeuML
by
David Mezzetti
Generative Audio with txtaiLearn how txtai 7.5 supports Speech to Speech RAG and Generative Audio
Oct 15, 2024
1
Oct 15, 2024
1
In
TDS Archive
by
Benjamin Bodner
Deep Learning vs Data Science: Who Will Win?What is more important, your data or your model?
Oct 22, 2024
38
Oct 22, 2024
38
In
TDS Archive
by
Niklas Lang
Embracing Uncertainty: The Power of Fuzzy Logic in Decision-MakingExploring how fuzzy logic enhances AI, systems thinking, and real-world applications
Oct 9, 2024
12
Oct 9, 2024
12
Hugman Sangkeun Jung
Classification OverviewExplore essential AI classification techniques and how they solve complex problems, enhancing decision-making in tech.
Apr 18, 2024
Apr 18, 2024
In
CodeX
by
Bakhtiyarsalah
How can we inject our domain knowledge to the traditional ML models? Monotonic constraintsAchieving model interpretability and adherence to domain knowledge is crucial. One way to enhance both is through the implementation of…
Oct 2, 2024
5
Oct 2, 2024
5
In
Neo4j Developer Blog
by
Tomaz Bratanic
Entity Linking and Relationship Extraction With Relik in LlamaIndexBuild a knowledge graph without an LLM for your RAG applications
Aug 12, 2024
7
Aug 12, 2024
7
In
TDS Archive
by
Michal Szudejko
How to Talk About Data and Analysis SimplySo that it is understandable and engaging to (almost) everyone
Oct 8, 2024
10
Oct 8, 2024
10
In
TDS Archive
by
Giuseppe Futia
Towards Named Entity Disambiguation with Graph EmbeddingsHow to distill knowledge from biomedical text combining pre-trained language models with graph machine learning
Sep 25, 2024
4
Sep 25, 2024
4
In
TDS Archive
by
Conor O'Sullivan
Explaining Anomalies with Isolation Forest and SHAPIsolation Forest is an unsupervised, tree-based anomaly detection method. See how both KernelSHAP and TreeSHAP can be used to explain its…
Sep 30, 2024
6
Sep 30, 2024
6
In
AI Advances
by
Karthik Rajan, Ph.D
Microsoft’s GraphRAG + AutoGen + Ollama + Chainlit = Fully Local & Free Multi-Agent RAG SuperbotThis superbot app integrates GraphRAG with AutoGen agents, powered by local LLMs from Ollama, for free & offline embedding & inference.
Jul 15, 2024
17
Jul 15, 2024
17
In
TDS Archive
by
Robert Martin-Short
A Visual Exploration of Semantic Text ChunkingUse embeddings and visualization tools to split text into meaningful chunks
Sep 19, 2024
3
Sep 19, 2024
3
In
NeuML
by
David Mezzetti
Vector Search & RAG Landscape: A review with txtaiEvaluating txtai against popular open-source alternatives
Jul 4, 2024
1
Jul 4, 2024
1
In
NeuML
by
David Mezzetti
AI-Powered Parenting: Can AI help you communicate with your grumpy teen?A multi-agent LLM workflow to analyze common parenting situations
Dec 11, 2023
Dec 11, 2023
In
TDS Archive
by
Alon Agmon
Deep Clustering with Sparse DataA rather “shallow” and simple approach to deep clustering of highly dimensional data using Keras and manifold learning in 3 simple steps
Nov 29, 2020
1
Nov 29, 2020
1
In
TDS Archive
by
Massimiliano Costacurta
Text Tiling Done Right: Building Solid Foundations For Your Personal LLMHow to build a text tiling model from scratch using both semantic and lexical similarity
Jun 4, 2023
3
Jun 4, 2023
3
Cobus Greyling
Automatic Prompt EngineeringAutomatic Prompt Engineering (APE) generates optimised prompts for text generation, based on three inputs; the expected input data, the…
Sep 27, 2023
3
Sep 27, 2023
3
In
TDS Archive
by
Leonie Monigatti
Intro to DSPy: Goodbye Prompting, Hello Programming!How the DSPy framework solves the fragility problem in LLM-based applications by replacing prompting with programming and compiling
Feb 27, 2024
14
Feb 27, 2024
14
Kasper Junge
Pydantic: 10 Overlooked Features You Should Be UsingPydantic, a data validation and settings management library for Python, has quickly gained popularity for its ease of use and robust…
Oct 23, 2023
1
Oct 23, 2023
1
In
TDS Archive
by
Tobias Schnabel
Supercharging Prompt Engineering via Symbolic Program SearchFind better prompts by exploring a large set of prompt variants automatically
Apr 22, 2024
1
Apr 22, 2024
1