inverted-index

Build Recommender System with PyTorch + Redis + Elasticsearch + Feast + Triton + Flask. Vector Recall, DeepFM Ranking and Web Application.

Two-part information retrieval system: 1) Pre-process text files, generate TF-IDF matrix and inverted index. 2) Retrieve relevant documents ranked by cosine similarity for given queries.

Repository containing all the codes created for the lab sessions of CSE3020 Web Mining at VIT University Chennai Campus

#自然语言处理#A complete search engine experience built on top of 75 GB Wikipedia corpus with subsecond latency for searches. Results contain wiki pages ordered by TF/IDF relevance based on given search word/s. Fro...

#搜索#CS 582 Information Retrieval at University of Illinois at Chicago. Multithreaded crawling of UIC domain, inverted index, page rank, SEO with Context Pseudo-Relevance Feedback

#自然语言处理#Finding similarities between documents, and document search engine query language implementation

A system for computing the most similar resume vectors given a query job vector. Built using an inverted index and BM25 retrieval model.

Investment strategy on NAFTRAC, which is an ETF (Exchanged Traded Fund), which replicates the index of the Mexican Stock Exchange

Various Indexing and Query Based Retrieval Models and Page-rank Algorithm in Python 3.0

#搜索#A basic search engine to index a corpus for searching and rank the document data set.

#搜索#This is final project of Information Retrieval course which is implementation of a search engine

Parse HTML pages. Create inverted index. Search for pages

This is the Information Retrieval 2023-2024 fall semester CEID course project.

#搜索#Simple search system that includes inverted index builder and boolean query processor for information retrieval.

Vector Space Model implementation for document retrieval, along with several metrics