Popular GitHub Repositories for Locality

Enhancing the Locality and Breaking the Memory Bottleneck of Transformer on Time Series Forecasting (NeurIPS 2019)

Elasticsearch plugin for nearest neighbor search. Store vectors and run similarity search using exact and approximate algorithms.

Offical Code of MICCAI'24 early accepted paper "LGRNet: Local-Global Reciprocal Network for Uterine Fibroid Segmentation in Ultrasound Videos"

[ACM MM'24 Oral] RainMamba: Enhanced Locality Learning with State Space Models for Video Deraining

Scalable and Sustainable Deep Learning via Randomized Hashing

Locality-aware Parallel Decoding for Efficient Autoregressive Image Generation

semantic-sh is a SimHash implementation to detect and group similar texts by taking power of word vectors and transformer-based language models (BERT).

Implementing various machine learning algorithm from scratch

Robust Transformer with Locality Inductive Bias and Feature Normalization (JESTECH 2023)

LocalViT: Bringing Locality to Vision Transformers

HPC Affinity Tracker (HPCAT) is designed to showcase NUMA, CPU core, NIC and GPU affinities in the context of High Performance Computing (HPC) applications.

Implementation of state-of-the-art NLP models using transformers for tasks including machine translation, text-summarization, chatbots, and question answering.

A machine learning solution to forecast sales for Rossmann Pharmaceuticals' stores across various cities six weeks in advance. Factors like promotions, competition, holidays, seasonality, and locality are considered for accurate predictions.

The aim of this project is to predict the sales six weeks ahead across all the stores of the Rossman Pharmaceutical company using Machine and Deep Learning. The different factors affecting the sales are: promotions, competitions, school-state holiday, seasonality, and locality.