Jigsaw Rate Severity of Toxic Comments

Last update: Nov 30, 2022

Overview

Jigsaw-Rate-Severity-of-Toxic-Comments

Link to method description: https://www.kaggle.com/c/jigsaw-toxic-severity-rating/discussion/306274

Software Requirement: torch==1.10 transformers==4.15.0 geneticalgorithm

Hardware Requirement: 3 x RTX A6000

Please download and extract the competition data and all external data into the corresponding locations of the input folder. this competition data: https://www.kaggle.com/c/jigsaw-toxic-severity-rating/data jigsaw18 data: https://www.kaggle.com/c/jigsaw-toxic-comment-classification-challenge/data jigsaw19 data: https://www.kaggle.com/c/jigsaw-unintended-bias-in-toxicity-classification/data ruddit data: https://www.kaggle.com/rajkumarl/ruddit-jigsaw-dataset

For training, please go to jigsaw18/, jigsaw19, ruddit/ and sh run.sh

Owner

Guanshuo Xu

GitHub Repository

Readings for "A Unified View of Relational Deep Learning for Polypharmacy Side Effect, Combination Therapy, and Drug-Drug Interaction Prediction."

Polypharmacy - DDI - Synergy Survey The Survey Paper This repository accompanies our survey paper A Unified View of Relational Deep Learning for Polyp

79 Jan 05, 2023

Docker containers of baseline agents for the Crafter environment

Crafter Baselines This repository contains Docker containers for running various baselines on the Crafter environment. Reward Agents DreamerV2 based o

17 Sep 25, 2022

This repository contains the implementation of the HealthGen model, a generative model to synthesize realistic EHR time series data with missingness

HealthGen: Conditional EHR Time Series Generation This repository contains the implementation of the HealthGen model, a generative model to synthesize

0 Jan 20, 2022

Efficient 3D Backbone Network for Temporal Modeling

VoV3D is an efficient and effective 3D backbone network for temporal modeling implemented on top of PySlowFast. Diverse Temporal Aggregation and

102 Dec 06, 2022

Official code release for ICCV 2021 paper SNARF: Differentiable Forward Skinning for Animating Non-rigid Neural Implicit Shapes.

235 Dec 26, 2022

Advbox is a toolbox to generate adversarial examples that fool neural networks in PaddlePaddle、PyTorch、Caffe2、MxNet、Keras、TensorFlow and Advbox can benchmark the robustness of machine learning models.

Advbox is a toolbox to generate adversarial examples that fool neural networks in PaddlePaddle、PyTorch、Caffe2、MxNet、Keras、TensorFlow and Advbox can benchmark the robustness of machine learning models

1.3k Dec 25, 2022

A set of tools for Namebase and HNS

HNS-TOOLS A set of tools for Namebase and HNS To install: pip install -r requirements.txt To run: py main.py My Namebase referral code: http://namebas

7 Apr 08, 2022

Dealing With Misspecification In Fixed-Confidence Linear Top-m Identification

Dealing With Misspecification In Fixed-Confidence Linear Top-m Identification This repository is the official implementation of [Dealing With Misspeci

0 Oct 25, 2021

This repository contains the exercises and its solution contained in the book "An Introduction to Statistical Learning" in python.

An-Introduction-to-Statistical-Learning This repository contains the exercises and its solution contained in the book An Introduction to Statistical L

2.1k Jan 02, 2023

Jigsaw Rate Severity of Toxic Comments

Related tags

Overview

Jigsaw-Rate-Severity-of-Toxic-Comments

Owner

Guanshuo Xu

Readings for "A Unified View of Relational Deep Learning for Polypharmacy Side Effect, Combination Therapy, and Drug-Drug Interaction Prediction."

Docker containers of baseline agents for the Crafter environment

This repository contains the implementation of the HealthGen model, a generative model to synthesize realistic EHR time series data with missingness

Efficient 3D Backbone Network for Temporal Modeling

Official code release for ICCV 2021 paper SNARF: Differentiable Forward Skinning for Animating Non-rigid Neural Implicit Shapes.

Advbox is a toolbox to generate adversarial examples that fool neural networks in PaddlePaddle、PyTorch、Caffe2、MxNet、Keras、TensorFlow and Advbox can benchmark the robustness of machine learning models.

A set of tools for Namebase and HNS

Dealing With Misspecification In Fixed-Confidence Linear Top-m Identification

This repository contains the exercises and its solution contained in the book "An Introduction to Statistical Learning" in python.

BanditPAM: Almost Linear-Time k-Medoids Clustering

Codes for CIKM'21 paper 'Self-Supervised Graph Co-Training for Session-based Recommendation'.

DAN: Unfolding the Alternating Optimization for Blind Super Resolution

Genpass - A Passwors Generator App With Python3

Multi-Task Pre-Training for Plug-and-Play Task-Oriented Dialogue System

Study of human inductive biases in CNNs and Transformers.

TyXe: Pyro-based BNNs for Pytorch users

An official repository for Paper "Uformer: A General U-Shaped Transformer for Image Restoration".

Unofficial implementation of "TTNet: Real-time temporal and spatial video analysis of table tennis" (CVPR 2020)

modelvshuman is a Python library to benchmark the gap between human and machine vision

Memory Defense: More Robust Classificationvia a Memory-Masking Autoencoder