Popular GitHub Repositories for Emphasis

StableSwarmUI, A Modular Stable Diffusion Web-User-Interface, with an emphasis on making powertools easily accessible, high performance, and extensibility.

Quant/Algorithm trading resources with an emphasis on Machine Learning

SwarmUI (formerly StableSwarmUI), A Modular Stable Diffusion Web-User-Interface, with an emphasis on making powertools easily accessible, high performance, and extensibility.

Implementation of Classifier Free Guidance in Pytorch, with emphasis on text conditioning, and flexibility to include multiple text embedding models

Data-driven model reduction library with an emphasis on large scale parallelism and linear subspace methods

Implements VQGAN+CLIP for image and video generation, and style transfers, based on text and image prompts. Emphasis on ease-of-use, documentation, and smooth video creation.

GPTModels - a multi model, window based LLM AI plugin for neovim, with an emphasis on stability and clean code

A collection of common functionality to simplify the design, training and evaluation of machine learning models based on pytorch with an emphasis on speech processing.

A Python toolbox for deep image reconstruction, with emphasis on single-pixel imaging.

This repository hosts the implementation of autonomous vehicle navigation using RL techniques, with a specific emphasis on Deep Q-Networks (DQN) and Twin Delayed Deep Deterministic Policy Gradient (TD3) algorithms. We focus on training a TurtleBot3 robot to navigate autonomously through environments while intelligently avoiding moving obstacles.

Modified version of RusStress (https://github.com/MashaPo/russtress) — python package for placing stress in Russian text using RNN (BiLSTM) and the "Grammatical Dictionary" by A. A. Zaliznyak (from http://odict.ru/).

Tools, examples, and resources to assist in the development of Gen-AI (Generative Artificial Intelligence) applications in Hebrew, with a particular emphasis on working with Large Language Models (LLMs).

This demo application showcases the implementation of Spring Boot microservices, highlighting their powerful features and capabilities, with a particular emphasis on integrating OpenAI for advanced AI functionalities.

Crowdsourced and Automatic Speech Prominence Estimation

SW components and demos for visual kinship recognition. An emphasis is put on the FIW dataset-- data loaders, benchmarks, results in summary.

EMPHASIS: An Emotional Phoneme-based Acoustic Model for Speech Synthesis System

Cipher AI Vault is an Azle-based proof of concept designed with a strong emphasis on abstraction, seamlessly integrating in-memory VectorDB, in-memory LLM, secure asset storage, stable memory data storage, cycles-distro top-up, and ic-auth for authentication.

MLOps example with an emphasis on re-using (rather than re-building) artifacts

Natural language processing tools for Haskell with emphasis on performance

Towards Comprehensive Understanding of Bias in Pre-trained Neural Language Models: A Survey with Special Emphasis on Affective Bias