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piehtvh's Projects

aligndx icon aligndx

AlignDx platform for pathogen detection/surveillance from user-uploaded sequencing data and other data types

barcode-service icon barcode-service

Simple and small python service designed to generate and read Barcode, QRCode, Aztec Code, DataMatrix.

basic-image-retrieval icon basic-image-retrieval

Xây dựng một chương trình cho phép truy vấn hình ảnh sử dụng các phép đo độ tương đồng giữa các hình ảnh (Similarity Measure); phân cụm Spectral Clustering, faiss và annoy.

batchformer icon batchformer

CVPR2022, BatchFormer: Learning to Explore Sample Relationships for Robust Representation Learning, https://arxiv.org/abs/2203.01522

blogging_site_fastapi icon blogging_site_fastapi

FASTAPI project using MongoDB as database and using FASTAPI JWT Auth with redis for authentication

book-store icon book-store

Book Store service where users can have their accounts browse store content and order books (FastAPI / ASGI)

cache-mingle icon cache-mingle

A microservice built using FastAPI and cacheout that can store and retrive data from an in-memory cache for internal use.

chromadb-tutorial icon chromadb-tutorial

This repo is a beginner's guide to using ChromaDB. It covers all the major features including adding data, querying collections, updating and deleting data, and using different embedding functions. Each topic has its own dedicated folder with a detailed README and corresponding Python scripts for a practical understanding.

cosine_similarity_using_embeddings icon cosine_similarity_using_embeddings

Code to find the distance/similarity between the 2 documents using several embeddings - 1. TF-IDF, 2. word2vec, 3. ELMO, 4. Universal Sentence Encoder, 5. Flair embeddings, 6. Spacy embeddings, 7. WMD (Word Movers Distance)

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