Macabre Intelligence: AI Can Now Predict Your Death
Author(s): Chandrayan Gupta Originally published on Towards AI. Danish and American researchers have created an algorithm that can predict with unsettling accuracy when you will diePhoto by Rootnot Studio on Unsplash Humans have always been fascinated with death. Where there is life, …
Running the Eigen GPU Tests
Author(s): Luiz doleron Originally published on Towards AI. Today, GPUs are critical to perform fast computations, in particular, for artificial intelligence applications. Testing your code on the GPU is also critical, but usually, it is put aside because of the intrinsic complexity. …
4 High-Impact Time Series Forecasting Project Ideas
Author(s): Donato Riccio Originally published on Towards AI. And no, weβre not talking about predicting the stock market Top highlight Image by the author. (AI-assisted) The stock market captivates countless data science enthusiasts. Its daily ups and downs seem to offer endless …
Reinforcement Learning: Multi-Agent Cooperation with MADQNβ Part 5
Author(s): Tan Pengshi Alvin Originally published on Towards AI. Multi-agent reinforcement learning with 3 MADQN frameworks on the ma-gymβs βSwitch4β environmentImage by Nik Korba on Unsplash With the introduction of Function Approximation methods in Part 4, we are ready to solve Reinforcement …
Dynamic Maps and Plots With GPT-4 and Plotly Dash: A Story about UN Population Projections
Author(s): John Loewen, PhD Originally published on Towards AI. Time series choropleth map and violin plots with Python plotlyPlotly dashboard with a time-series choropleth map and violin plot As a computer science professor, over the last 6 months, I have relentlessly put …
Microsoft PHI-2 + Huggine Face + Langchain = Super Tiny Chatbot
Author(s): Gao Dalie (ι«ιη) Originally published on Towards AI. Today, Microsoft Research released the latest version of the small language model (SLM) Phi-2, which has only 2.7 billion sets of parameters. So, In this Post, we will learn what Microsoft Phi-2 is, …
Comparing Dense Attention vs Sparse Sliding Window Attention
Author(s): Building Blocks Originally published on Towards AI. Introduction A little over a month ago in part 1 of this series we identified the prevalence of sink tokens. These are a small subset of tokens that accumulate a large portion of the …
Decision Tree in Python Using scikit-learn: The Complete Guide with Code
Author(s): Davide Nardini Originally published on Towards AI. In this article, Iβll guide you through your first training session on a Machine Learning Algorithm: weβll be training a Decision Tree in Python using scikit-learn. Photo by Johann Siemens on Unsplash The Decision …
RAG in Action: Beyond Basics to Advanced Data Indexing Techniques
Author(s): Ryan Nguyen Originally published on Towards AI. Top highlight Document Hierarchies, Knowledge Graphs, Advanced Chunking Strategies, Multi Retrieval, Hybrid Search, Reranking, Trade-offs and more Some time ago, I wrote an article on enhancing your RAG pipeline and outlined seven strategies for …
The Rise of AI: comprehensive list of top AI Chat Platforms
Author(s): Nail Valiyev Originally published on Towards AI. Over the past year, AI chat platforms have rapidly emerged as one of the most transformational technologies of our time. What began in November 2022 with the launch of ChatGPT looked ordinary at first, …
15 Leading Cloud Providers for GPU-Powered LLM Fine-Tuning and Training
Author(s): Towards AI Editorial Team Originally published on Towards AI. Demand for building products with Large Language Models has surged since the launch of ChatGPT. This has caused massive growth in the computer needs for training and running models (inference). Nvidia …
Introductory Notes on Stable Diffusion and Stable Video Diffusion
Author(s): Nieves Crasto Originally published on Towards AI. Photo by Chaozzy Lin on Unsplash [1] Rombach, Robin, et al. βHigh-resolution image synthesis with latent diffusion models.β Proceedings of the IEEE/CVF conference on computer vision and pattern recognition. 2022. Stable diffusion represents a …
Antigranular: How to Access Sensitive Datasets Without Looking At Them
Author(s): Bex T. Originally published on Towards AI. and developing privacy-first data projectsImage by me with Leonardo AI Today, open-source data represents the tip of the worldβs data iceberg. Most of the worldβs data is below the ocean surface because of privacy …
I Tested Appleβs New MLX Framework Against Torch on M2 Air
Author(s): Tim Cvetko Originally published on Towards AI. MLX vs Torch on BERT β Training, Inference, and CPU Usage Comparison On Tuesday, Appleβs AI team released βMLXβ β the new machine learning framework designed to work specifically for the Apple Silicon Chips. …
Computational Linguistics: Detecting AI-Generated Text
Author(s): Matteo Consoli Originally published on Towards AI. AI content indicators: ASL, readability, simplicity, and burstiness. Introduction Every time I read something on Medium or LinkedIn, I canβt stop thinking whether itβs written by a human or itβs a text generated by …