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dcol

The data complexity library, DCoL, is a machine learning software that implements all metrics to characterize the apparent complexity of classification problems. The code is implemented in C++ and can be run on multiple platforms.

debacl

Density Based Clustering (DeBaCl) Toolbox

deep-learning-for-semantic-text-matching

Deep Learning for Semantic Text Matching

deepdow

Portfolio optimization with deep learning.

dlwpt-code

Code for the book Deep Learning with PyTorch by Eli Stevens, Luca Antiga, and Thomas Viehmann.

dto

Delaunay Tetrahedral Oversampling for ImbalancedData Sets.

dto-smote

DTOSMOTE Experiments

dto-smoter

Delaunay Tessellation Oversampling For Regression

dtoencoder

dtosmote

DTOSMOTE package

dtosmote_performance

DTOSMOTE Performance

elastic_transformers

Making BERT stretchy. Semantic Elasticsearch with Sentence Transformers

estruturadedadosgrafo

Estrutura de Dados para Grafos em C++11

examples

exbert

exerciciosgrafosufabc

CCM105 - Teoria Dos Grafos.

faiss

A library for efficient similarity search and clustering of dense vectors.

farm

:house_with_garden: Fast & easy transfer learning for NLP. Harvesting language models for the industry.

fastai-projects

Jupyter notebooks that use the Fastai library

feature-engineering

Aulas de Feature Engineering

findpapers

Findpapers is an application that helps researchers who are looking for references for their work

fine-tuning-bert

getting-started-with-google-bert

Build and train state-of-the-art natural language processing models using BERT

getting-started-with-google-bert-1

Getting Started with Google BERT, published by Packt

gpl

Powerful unsupervised domain adaptation method for dense retrieval. Requires only unlabeled corpus and yields massive improvement: https://arxiv.org/abs/2112.07577

haystack

:mag: End-to-end Python framework for building natural language search interfaces to data. Leverages Transformers and the State-of-the-Art of NLP. Supports DPR, Elasticsearch, Hugging Face’s Hub, and much more!

hnswlib

Header-only C++/python library for fast approximate nearest neighbors

ibis

A pandas-like deferred expression system, with first-class SQL support

imbalanced_databases

imbalanced databases for imbalanced learning

intelligent_question_answering_v2

This project combines the model provided by Bert and Milvus to realize a question and answer (QA) system.