Marco Tulio Correia Ribeiro

lime. Lime: Explaining the predictions of any machine learning classifier

checklist. Beyond Accuracy: Behavioral Testing of NLP models with CheckList

anchor. Code for "High-Precision Model-Agnostic Explanations" paper

lime-experiments. Code for all experiments.

sears. Code for "Semantically Equivalent Adversarial Rules for Debugging NLP Models"

anchor-experiments. Experiments for AAAI anchor paper

qa_consistency. Evaluate QA models for consistency

tf-models. Models built with TensorFlow

Leitura-de-Bases. C++

marcotcr.github.io. HTML

BlackBoxAuditing. Research code for auditing and exploring black box machine-learning models.

Acumuladores. C++

semantic-segmentation-pytorch. Pytorch implementation for Semantic Segmentation/Scene Parsing on MIT ADE20K dataset

graphs. Python

pyformlang. A python library to manipulate formal languages

pattern. Web mining module for Python, with tools for scraping, natural language processing, machine learning, network analysis and visualization.

azure-docs. Open source documentation of Microsoft Azure

nlp. 🤗nlp – Datasets and evaluation metrics for Natural Language Processing in NumPy, Pandas, PyTorch and TensorFlow

tp_ri. C++

stochastic_modeling. R

edge-connect. EdgeConnect: Structure Guided Image Inpainting using Edge Prediction, ICCV 2019 https://arxiv.org/abs/1901.00212

xgboost. Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Flink and DataFlow

systems. Systems problemsets

uw-mode.github.io. UW Mode Website

MnemonicReader. A PyTorch implementation of Mnemonic Reader for the Machine Comprehension task

unifiedparsing. Codebase and pretrained models for ECCV'18 Unified Perceptual Parsing

pytorch-vqa. Strong baseline for visual question answering

ParlAI. A framework for training and evaluating AI models on a variety of openly available dialog datasets.

pytorch. Tensors and Dynamic neural networks in Python with strong GPU acceleration

OpenNMT-py. Open-Source Neural Machine Translation in PyTorch http://opennmt.net/