Popular GitHub Repositories for Efficacy

Metrics to evaluate quality and efficacy of synthetic datasets.

This is an open-source tool to assess and improve the trustworthiness of AI systems.

ACL-21 Exploring the Efficacy of Automatically Generated Counterfactuals for Sentiment Analysis

An Approach to Enhancing the Efficacy of Post-Training Using Synthetic Data by Iterative Data Selection

Code for "On the Surprising Efficacy of Distillation as an Alternative to Pre-Training Small Models"

Build machine learning models to improve the efficacy of fraudulent transaction alerts. The data comes from Vesta's real-world e-commerce transactions and contains a wide range of features from device type to product features.

In this repository, I've crafted an advanced music generator using RNNs, LSTMs, and Transformers. The aim was to explore and understand the intricacies and efficacy of these neural network architectures, providing insights into their potential applications in the realm of creative AI.

A virtual first-aid tool capable of promptly identifying injuries from uploaded images and providing corresponding treatment recommendations, enhancing the efficacy of initial medical response.

A tool to predict the efficacy of DNN optimizations

Investigating the efficacy of Retrieval-Augmented Generation (RAG) and Corrective Retrieval-Augmented Generation (CRAG) in harnessing external knowledge to improve AI model performance and output quality.

Evaluating the Efficacy of Summarization Evaluation across Languages. In Findings of ACL 2021.

A Streamlit app for eollecting, analyzing and gaining insights on Open Interpreter prompt efficacy

Quang.Bui.2 - Efficacy of Diffusion Models for Synthesising Realistic Wound Images: Enhancing Wound Analysis, Training, and Education

Addressing Class Imbalance in CIC-IDS-18. Improve intrusion detection accuracy and reduce false alarms by tackling class imbalance. Utilizing artificial oversampling techniques and comparing their efficacy with deep neural network algorithms.Tech: Python, Jupyter-Notebook, Scik