felipenunezb

transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

shap

A game theoretic approach to explain the output of any machine learning model.

haystack

:mag: LLM orchestration framework to build customizable, production-ready LLM applications. Connect components (models, vector DBs, file converters) to pipelines or agents that can interact with your data. With advanced retrieval methods, it's best suited for building RAG, question answering, semantic search or conversational agent chatbots.

nlp-tutorial

Natural Language Processing Tutorial for Deep Learning Researchers

BERTopic

Leveraging BERT and c-TF-IDF to create easily interpretable topics.

pygcn

Graph Convolutional Networks in PyTorch

KeyBERT

Minimal keyword extraction with BERT

neuralcoref

✨Fast Coreference Resolution in spaCy with Neural Networks

AI_Curriculum

Open Deep Learning and Reinforcement Learning lectures from top Universities like Stanford, MIT, UC Berkeley.

Aspect-Based-Sentiment-Analysis

💭 Aspect-Based-Sentiment-Analysis: Transformer & Explainable ML (TensorFlow)

BERT-for-RRC-ABSA

code for our NAACL 2019 paper: "BERT Post-Training for Review Reading Comprehension and Aspect-based Sentiment Analysis"

BERT-SQuAD

SQuAD Question Answering Using BERT, PyTorch

BERT-E2E-ABSA

[EMNLP 2019 Workshop] Exploiting BERT for End-to-End Aspect-based Sentiment Analysis

AwesomeMRC

IJCAI 2021 Tutorial & code for Retrospective Reader for Machine Reading Comprehension (AAAI 2021)

MultiQA

monkeys

A strongly-typed genetic programming framework for Python

VGCN-BERT

BertQA-Attention-on-Steroids

BertQA - Attention on Steroids

maggot

A lightweight python library that helps to keep track of numerical experiments

HPSG-Neural-Parser

Source code for "Head-Driven Phrase Structure Grammar Parsing on Penn Treebank" published at ACL 2019

question_generation

Neural Question Generation using the SQuAD and NewsQA datasets

lambert

Publicly released code for the LAMBERT model

mac-network-pytorch

Memory, Attention and Composition (MAC) Network for CLEVR implemented in PyTorch

SG-Net

SG-Net: Syntax-guided machine reading comprehension (AAAI 2020)

TSAI-DeepVision-EVA4.0

This contains the solutions to the assignments given in The School of AI - Extensive Vision AI 4.0 EVA4

akec

Unsupervised Key-phrase Extraction and Clustering for Classification Scheme in Scientific Publications.

baseball-hist-dash

MLB Data Explorer

reclasso

Implementation of homotopy algorithm for online lasso

mac-network-pytorch

Memory, Attention and Composition (MAC) Network for CLEVR implemented in PyTorch

REXUP

Implementation of the paper ''REXUP: I REason, I EXtract, I UPdate with Structured Compositional Reasoning for Visual Question Answering''