CV VideoPlayer – Once and For All
A Python video player package made for computer vision research- 23605Murphy2025-03-22
Why Retrieval-Augmented Generation Is Still Relevant in the Era of Long-Context Language Models
In this article we will explore why 128K tokens and more models can't fully replace using RAG.- 22507Murphy2025-03-22
Navigating Soft Actor-Critic Reinforcement Learning
Explanation, Theory, Implementation, Results and Applications to Bioengineering- 29364Murphy2025-03-22
TSMixer: Google's Innovative Deep Learning Forecasting Model
Combining lightweight design with high forecasting accuracy- 28740Murphy2025-03-22
Awesome Plotly with Code Series (Part 5): The Order in Bar Charts Matters
And it is not always simply ordering by highest to lowest- 30040Murphy2025-03-22
Bayes' Theorem: Understanding Business Outcomes with Evidence
A practical introduction to Bayes' Theorem: Probability for Data Science Series (2)- 28773Murphy2025-03-22
I'm Doing the Advent of Code 2024 in Python – Day 3
Let's see how many stars we'll collect.- 25117Murphy2025-03-22
Deal with Missing Data Like a Pro: Multivariate and Iterative Imputation Algorithms
Using LightGBM, kNN and AutoEncoders for imputation and improving them further via iterative method MICE- 20590Murphy2025-03-22
Missing Data in Time-Series: Machine Learning Techniques
Part 1: Leverage linear regression and decision trees to impute time-series gaps.- 24327Murphy2025-03-22
How I'd Learn Machine Learning Again, After 6 Years
Some rough guidelines- 27717Murphy2025-03-22
Addressing the Butterfly Effect: Data Assimilation Using Ensemble Kalman Filter
Learn how to implement the Ensemble Kalman Filter for data assimilation, with mathematical details step-by-step code.- 26360Murphy2025-03-22
Activation Functions in Neural Networks: How to Choose the Right One
Introduction to activation functions and an overview of the most famous functions- 24513Murphy2025-03-22
Efficient Large Dimensional Self-Organising Maps with PyTorch
Because it's fun to self-organise- 29335Murphy2025-03-22
Understanding DDPG: The Algorithm That Solves Continuous Action Control Challenges
Discover how DDPG solves the puzzle of continuous action control, unlocking possibilities in AI-driven medical robotics.- 28187Murphy2025-03-22
How I'd Learn AI in 2025 (If I Could Start Over)
A 5-step roadmap for today's landscape- 26257Murphy2025-03-22
Data Valuation – A Concise Overview
ChatGPT and similar LLMs were trained on insane amounts of data. OpenAI and Co. scraped the internet, collecting books, articles, and...- 23287Murphy2025-03-22
The Economics of Artificial Intelligence, Causal Tools, ChatGPT's Impact, and Other Holiday Re
Our weekly selection of must-read Editors' Picks and original features- 26297Murphy2025-03-22
How to Price with Machine Learning
Customizing neural networks to fit price-response functions- 21013Murphy2025-03-22
Agentic AI: Building Autonomous Systems from Scratch
A Step-by-Step Guide to Creating Multi-Agent Frameworks in the Age of Generative AI- 20734Murphy2025-03-22
SQLite in Production: Dreams Becoming Reality
On the virtues of radical simplicity- 20306Murphy2025-03-22
The current state of continual learning in AI
Why is ChatGPT only trained up until 2021?
Optimizing Pandas Code: The Impact of Operation Sequence
Learn how to rearrange your code to achieve significant speed improvements.