Efficient Large Dimensional Self-Organising Maps with PyTorch

by | Dec 13, 2024 | Analytics, Artificial Intelligence, Data and Information, Decision Support

Because it’s fun to self-organiseContinue reading on Towards Data Science » ​Because it’s fun to self-organiseContinue reading on Towards Data Science »  artificial-intelligence, self-organizing-map, neural-networks, pytorch, unsupervised-learning Towards Data Science...

Addressing the Butterfly Effect: Data Assimilation Using Ensemble Kalman Filter

by | Dec 13, 2024 | Analytics, Artificial Intelligence, Data and Information, Decision Support

Learn how to implement the Ensemble Kalman Filter for data assimilation, with mathematical details step-by-step code.Continue reading on Towards Data Science » ​Learn how to implement the Ensemble Kalman Filter for data assimilation, with mathematical details...

I’m Doing the Advent of Code 2024 in Python — Day 3

by | Dec 13, 2024 | Analytics, Artificial Intelligence, Data and Information, Decision Support

Let’s see how many stars we’ll collect.Continue reading on Towards Data Science » ​Let’s see how many stars we’ll collect.Continue reading on Towards Data Science »  data-structures, programming, python, advent-of-code, data-science Towards Data Science –...

Why Retrieval-Augmented Generation Is Still Relevant in the Era of Long-Context Language Models

by | Dec 12, 2024 | Analytics, Artificial Intelligence, Data and Information, Decision Support

In this article we will explore why 128K tokens and more models can’t fully replace using RAG.Continue reading on Towards Data Science » ​In this article we will explore why 128K tokens and more models can’t fully replace using RAG.Continue reading on Towards Data...

Transformers Key-Value (KV) Caching Explained

by | Dec 12, 2024 | Analytics, Artificial Intelligence, Data and Information, Decision Support

Speed up your LLM inferenceContinue reading on Towards Data Science » ​Speed up your LLM inferenceContinue reading on Towards Data Science »  machine-learning, artificial-intelligence, deep-dives, data-science, large-language-models Towards Data Science –...

CV VideoPlayer — Once and For All

by | Dec 12, 2024 | Analytics, Artificial Intelligence, Data and Information, Decision Support

CV VideoPlayer — Once and For AllA Python video player package made for computer vision researchImage by authorWhen developing computer vision algorithms, the journey from concept to working implementation often involves countless iterations of watching, analyzing,...