This article explains the basics of Probit regression as an alternative method to logistic regression for analyzing binary outcomes. Probit regression utilizes the cumulative distribution function of the normal distribution to model the relationship between a binary outcome variable and independent variables. It provides a step-by-step example of calculating probabilities and estimating the model parameters.…

CodeGPT is an AI code-generating tool that is gaining popularity among programmers. It integrates with Visual Studio Code and uses the GPT-3 language model to produce code, translate languages, write content, and answer queries. CodeGPT stands out from other tools due to its natural language processing capabilities, allowing developers to describe code in everyday language.…

The Phind Model, a new AI model for coding, offers superior coding abilities and remarkable speed compared to GPT-4. With a significant improvement in response time, it provides high-quality answers to technical questions in just 10 seconds. The model leverages H100s and the TensorRT-LLM library from NVIDIA to process 100 tokens per second and supports…

Fortuna is an open-source uncertainty quantification library that aims to simplify the application of advanced uncertainty quantification methods in regression and classification tasks. It offers calibration techniques, such as conformal prediction, to produce reliable uncertainty estimates and scalable Bayesian inference tools to incorporate uncertainty in both model parameters and predictions. Fortuna provides a consistent framework…

Cerebras and Core42 have released Jais 30B, an open-source Arabic Large Language Model (LLM) that outperforms most existing models. With 30 billion parameters, Jais 30B offers improved language generation, summarization, and Arabic-English translation. The development team has prioritized responsible AI practices to prevent bias and harmful content. The model can be downloaded on Hugging Face,…

Hugging Face researchers have created a smaller version of their pre-trained speech recognition model called Distil-Whisper to address the challenges of deploying large models in resource-constrained environments. They used a pseudo-labelling method to create a dataset and applied knowledge distillation to derive Distil-Whisper. The new model achieves faster speed, fewer parameters, and mitigates errors in…

DeepSwap is an AI-based tool that allows users to create convincing deepfake videos and images easily. Aragon uses AI technology to create professional headshots quickly. AdCreative.ai is an AI solution for boosting advertising and social media posts. Hostinger AI Website Builder offers an AI-powered website building experience. Otter AI provides real-time transcriptions of meeting notes.…

The rapid advancement of AI has led to the emergence of Digital Workers, AI agents, and AI agent platforms that can perform tasks, make decisions, and take actions independently. To clarify user expectations and establish industry standards, a scale similar to the one used for self-driving vehicles should be developed for Digital Workers and AI…

PERF (Panoramic Neural Radiance Fields) is a new framework that allows the transformation of single panorama images into 3D scenes that can be explored. It uses a collaborative RGBD inpainting method and a monocular depth estimator to generate novel appearances and 3D shapes. PERF achieves state-of-the-art results but relies on accurate depth estimation and stable…