Topics

Type dataset

General open-data-registry

Integration aws s3

General aws-pds

General sustainability

General agriculture

General earth observation

General geospatial

General life sciences

General machine learning

General climate

Data Domain computer vision

General genomic

General weather

General satellite imagery

Type model

General meteorological

General biology

General genetic

General environmental

Task disaster response

General deep learning

General bioinformatics

General hacktoberfest

Data Domain audio

General natural resource

Task classification

General imaging

General mlops

Integration mlflow

Data Domain nlp

General natural language processing

General cancer

General image processing

Task image classification

General health

General oceans

General hacktoberfest 2023

General python

Data Domain tabular

Integration dvc

General mapping

General data science

General coastal

Framework tensorflow

General whole genome sequencing

General biodiversity

General atmosphere

General covid-19

General cog

General elevation

General strides

General neuroscience

General global

General coronavirus

General cities

Integration git

General lidar

General neuroimaging

General open source software

General ecosystems

General machine learning project

General climate model

Task object detection

Framework pytorch

General water

General aerial imagery

General neurobiology

General csv

General air quality

General land

General transcriptomics

General astronomy

General archives

General urban

General analytics

General data science project

General energy

General food security

General parquet

General internet

General bam

General tutorial

General gps

Framework scikit-learn

General continuously operating reference station - cors

General homo sapiens

General conservation

Data Domain 3d model

General medicine

General encyclopedic

General stac

General cell imaging

General fastq

General cell biology

General broadcast ephemeris

General mlflow-serving

General gnss

Data Domain medical imaging

General robotics

General chemistry

General infrastructure

General census

General gene expression

General earthquakes

General json

General nara

General cyber security

General biotech blueprint

General solar

General magnetic resonance imaging

General signal processing

General cnn

General statistics

General llm

General demography

General labeled

General protein

General molecule

General reference index

General ice

General financial markets

Task autonomous vehicles

General neural network

General vcf

Task machine translation

Task vision

General mus musculus

General artificial-intelligence

General chemical biology

Task information retrieval

General geoscience

General neurophysiology

General genetic maps

General multimedia

General computer security

General ml pipelines

General dagshub

General deeplearning

General transportation

General video

General 1940 census

General osm

General floods

General medical

Task time series forecasting

General fasta

General population genetics

General biomolecular modeling

General population

General wine quality prediction

Task anomaly detection

General regulatory

General marine navigation

General planetary

General electron microscopy

General microscopy

General streamlit

Task chatbot

General reproducibility-challenge

Integration arxiv

General data visualization

General data analytics

General smd ai

General digital preservation

Task semantic segmentation

General predictive analysis

General civic

Task text generation

General xgboost

General market data

General genelab

General llms

General regression

Task denoising

General random forests

General copyright monitoring

General short read sequencing

General fluorescence imaging

General broadband

General survey

Integration label studio

General genome wide association study

General amino acid

General blockchain

General molecular docking

General commerce

General government records

General digital forensics

General long read sequencing

General healthcare

General sars

General segmentation

General traffic

General mers

General bathymetry

General economics

General transformers

Integration github

General metadata

General us-dc

General nifti

General metagenomics

General seismology

General demographics

General epigenomics

General computer forensics

General fast5

Task medical image segmentation

Task language modelling

General text analysis

Task sentiment analysis

Task text classification

General kidney

General rag

General kaggle

Task recommendation systems

General datamanipulation

General deployment

General music

General electrophysiology

General research

Framework huggingface transformers

General projects

General data cleaning

General network traffic

General events

General finance

General wildlife

Data Domain graph

General txt

General prediction

Task speech recognition

General mining software repositories

General space biology

General bitcoin

General data analysis

General x-ray tomography

General detection

General predictive modelling

Task music information retrieval

General data

General cloud computing

General movies

Task text-to-image generation

General test

General complaints

General speech processing

General education

General free software

General intrusion detection

General forecast

General sklearn

General covid

General trading

General github actions

General cars

General ensemble learning

General source code

General mixed file dataset

General geothermal

Task audio classification

General low-pressure turbine

General netcdf

General green aviation

General media

General music features dataset

General simulations

General industrial

General computational fluid dynamics

General scholarly communication

General data assimilation

General pharmaceutical

General organelle

General alchemical free energy calculations

General workload analysis

General ukraine

General molecular dynamics

General benchmark

General vep

General art

Data Domain reinforcement learning

General end to end

General sports

General turbulence

Task object classification

General structural variation

General speaker identification

General cram

General variant annotation

General emotion

General msa

General hydrography

General near-surface air temperature

General loftee

General sqlite

General national archives catalog

Task face recognition

General seafloor

General tertiary analysis

General medical image classification

General marine mammals

General pediatric

General pandas

General marine

General generative ai

General ai planning

General science

General hpc

Task active learning

General high-throughput imaging

General cell painting

General datascience

General structural biology

General foldingathome

General meta learning

General japanese

General datacenter

General elasticnet

General ransomware

General tiles

General cmip5

General autism spectrum disorder

General virus

General fewshot

General culture

General acoustics

General geophysics

General fisheries

General credit card

General mining

General disease

General hiring

General museum

General data pipelines

General live song identification

General flask

General cover song identification

Task question answering

General openfold

General malware

Task named entity recognition

General microbiome

Task activity recognition

General keras

General alphafold

General precipitation

General csi

General timho

General radiation

General recombination maps

General near-surface specific humidity

General 1950 census

General cultural preservation

General automatic speech recognition

General protein template

General histopathology

General whole exome sequencing

General wine

General history

General xml

General cmip6

General privacy

General space weather

General protein folding

General ai personal assistant

General enzyme

General matplotlib

General price

General dagshub as a my favourite data science tool

General python library

General pipeline

Task time series

General ml deployment

General ai voice clone app

General huggingface

General hebrew

General ai mlops

General eda

General text

General aws

General snowflake

Framework pycaret

General x-ray

General coco

Task sequence-to-sequence language modeling

General linear regression

Task depth estimation

General analysis

General image

Task image generation

General python pakage

Task text summarization

General monitoring

Task image captioning

Task explainable artificial intelligence

General gans

General price prediction

General autoencoder

General agents

General mnist

General spider

General customer churn

General labelling

General transactional data

General bot

Task automl

General toy

General data version control

Task reading comprehension

General docker

General evaluation

General catboost

Task time series analysis

General chest cancer predition

General chapter 1

General fastai

Task video object segmentation

General master

General development

General heroku

Task classification with binary neural network

General version control

General instruction following

General news

Task pedestrian detection

General experiment tracking

General java

General ai voice assistant

General npc

General vector embeddings

General banking

General vector database

General forest

General forecasting

General noaa cors network - ncn

Framework ultralytics yolo

General numpy

General mri

Task real-time object detection

General chatgpt plugins

General gender debiasing

General modular coding

General jupyter notebook

General credit card risk

General lstm

General human computer interaction

General medical classification

General julia

General continuous integration

Task 3d human pose estimation

General cml

Task food recognition

General aiops

General annotations

General malaria

General nltk

General example

General llama2

General colab

General chat llama

General mlops zoomcamp

General data mining

General codepeak

General evidently

General database

Task minecraft

General numeric arrays

General machine

General social good

General bias

Task object detection in aerial images

General vector embedding database

General mammography

General convolutional neural network

General loan application

General chest x-ray

General credit card defaulter prediction

General web

General bento ml

Task face model

Task text matching

General customer sentiment analysis

Integration bitbucket

Task text-to-speech synthesis

Task federated learning

General gradient boosting

Task zero-shot object detection

General open-cv

General action video games

General unet

General fire

General medical terminology

General zomato

General quantitative

General images

General physics

General agent

Task music generation

General api

General computing

General insurance

General liberia

Task link prediction

General automation

General instruct chatgpt

General seo

General demo

General fdffwfwf

General encryption

General bark voice cloning

General trip

Task news classification

General gpt

General brain

General wdl

General tiger

General moldova

General supermarket website scraping

General discord

General latent diffusion models

Task visual question answering

General credit finance fraud

Task 3d semantic segmentation

General academic

Task colorization

General cps

General beginner

General asv

General visualization

Task domain generalization

General chatgpt

General data streaming

Task rgb-d salient object detection

Task style transfer

General books

General tagging

General bug

General jitter click test

General oracle

General epu index

General spam-classifier

General tarantula

General olympics

General extract mfccs

General gemini

General trial

Task machine reading comprehension

General dataframe

General precious stones

General radio astronomy

General wav

General minecraft shapes

General neural search

General kagle

Task learning-to-rank

General shopping

General churn

General webapps

General man is nervous

General project

General semantic search

General azure

General tasks

General manipu

General africa

Task face reenactment

General albumentations

General engineering

Task dimensionality reduction

General runners

General stroke prediction

General document image

General weight of evidence

General text-to-video

General http traffic data

Task word embeddings

General fast

General minecraft circle generator

General food

General portfolio

General violence detection

Task audio source separation

General best pune escorts

General heart valve prosthesis

Task face identification

General observations cleaning

General shap

General argument

General 2022 data science related notes

General cracks and potholes

General caption

General alpaca

General clot

General script

General covid19 vaccine

General msr

Integration jenkins

General auth

General triplet loss

Task object counting

General generative design

General histological segmentation

General finite element method

General sad

General time prediction

General vsdvsdvsdvssf

Task data augmentation

General get data

General html

General cloud

General quack

General credit-risk

General plant

General adsadad asdsadsa -dsadsadsadasdasdasdasdasd

General ctr

General payments

General information value

General food time delivery

General illegal deforestation

General parser

General mongodb

General lungs

Task few-shot learning

General awesome list

General dsd

General large language mode

Task domain adaptation

Task content-based image retrieval

General anaomaly detection

General omdena-milan chapter mirrored from github repo

General classifier

General ai4 sustainable agri-food

General engineer

General bank

General diabetes

Task face reconstruction

General type

General telecom

General discount

General dinosaurs

General recipe

General taxi fare prediction

Framework flax

General cell segmentation

General sdsd

General obesity

General titanic

Task biomedical information retrieval

General tactical decision

General data review

General cat

General datellite imagery

General vaccine

General bark voice clone

General notes

General mosquito

Task face verification

General unit testing

General javaml

General pytorch2

General skimage

General vessel segmentation

Task sentence embeddings

General new upcoming data science projects for 2020

General xyz analysis

General inventory turnover

General eye

General representation learning

Task image-to-image translation

General optimization

General engine

Integration s3 compatible storage

General ec2

General defaulter

Task sentence classification

Task generalized zero-shot learning

General short

General voice enabled

General duckdb

General insect

General soup

General speech

General disease classification

Framework langchain

General ai voice cloning

Task visual tracking

General neutral

General video-object-segmentation

General chest disease

General object

Task neural architecture search

General language

General cybersecurity

General mouse

General soccer

General understanding

Task feature engineering

General iamges

Task meta-learning

General oci

General scientific documents

General security

General default customer

Task text-image retrieval

General tinyml

General code review

Task license plate recognition

General sql

General exp

General man naked on ice

General gru

General airflow

General deno

Task object skeleton detection

General wealth

General fraud

General remote working file system

Task pose estimation

General moez

General pune escorts services

General number recognition

General openai

General chexnet

General data extraction of deed of trust

General digital ocean

General image to audio

General the blogger

Task music classification

Task speech enhancement

General yvual

General house

General mikrocontrollers

General ner

General devices

General gis data

General gaming

Task transfer learning

General vls

General phitoplankton

Task scientific document summarization

General tumo

General women

General fastapi

General siamese network

Task face sketch synthesis

General dental

General integration

General dialogpt bot

General power bi

General prevention

General scorecard

General marketing analytics

General sea

General individuals

Task drug discovery

General bark

Task aesthetics quality assessment

General search

General reels

Task autonomous driving

General heart disease predicton

Task classification with binary weight network

General credit card default prediction

Task panoptic segmentation

General alzheimers

General jigsaw

General weather impacts

General diffusion

Task natural language understanding

General bug localization

Task gesture recognition

General query

General detection of gaps

General mlpipelines

General nextjs

General parkinson disease

General wordle

Task multi-label text classification

General optical coherence tomography

General similarity detection

General scw

Task open information extraction

Task object recognition

General alguae

General swiggy

General computer-aided design

General orchest

General healt

General assistant

Task clustering algorithms evaluation

General author dwaipayan chakroborti

General random sampling

General futbol

Task brain tumor segmentation

General ggs

General man is ugli

Task face detection

General dubai

General geb

General vascular tissue engineering

General its

General cognitive control

General weights and biases

General credit scorecard modelling

General friendship

General clustering

Task network intrusion detection

Task edge detection

General fitnes

General paper

General radiometric data

General gradio

Task hand gesture recognition

General tutorials

General woman

General abc analysis

General emoji

General yolov8

General seaborg

General imporoving logistics and optimizing routing

General triathlon

Task pedestrian attribute recognition

General coding

General microcontroller

General logistic regression

General marketing

General annotation

General modern portfolio theory

General interpretability

General captioning

General ditmodel

General dagsub

General chest cancer

General minecraft blocks

General pickle

General digital pathology

General seaborn

General giskard

General fauna

Task remote sensing image classification

General animals

Task document layout analysis

General chandigarh escorts services

General pytest

General naive bayes

Task salient object detection

General preverified

General cicd

General notebook

General battery

General snails

General book

General game

General naive-bayes

General signal identification

General contrastive loss

General vscode

General art generation

General skeleton

General accidents

Task network embedding

General corpus

General patientss

General explainable ai

General product webscraping on food systesms

General 2023 data science collection repo

General pil

General fashion images

General edema

General dynamic time warpping

General flood prediction

General seagrass

General exercise videos

General model calibration

General video-object-segmentatino

Framework jax

General documents

General singapore

General baseline background spi modeling

Task answer selection

General torchdata

General sdw

General hyperspectral imaging

General image complexity

General tim ho

Task fine-grained image classification

General hello-world

General ecr

General production optimization

General digital marketing

General car service

General fdfwsf

General first

General movie

Task table detection

General reviewer recommendation

General sometopic

General challenge

General apple

General designing

General malware detection

Task covid- diagnosis

General face shape classification for improving styling

General image caption

General kyc

General smiles

Task multi-task learning

General coronary plaque analysis

General baseline

General lora

General suicide rates analysis

General tracking

General software

Task 3d pose estimation

General happy

General operating theatre

General mode

General newreposistory for to learning - how dagshub works

Task cross-modal retrieval

Task video question answering

Task unsupervised facial landmark detection

Task robust object detection

Task event extraction

Task action quality assessment

Task table-to-text generation

Task core set discovery

Task multi-agent reinforcement learning

Task conditional image generation

Task compressive sensing

Task cross-lingual transfer

Task dependency parsing

Task keypoint detection

Task human robot interaction

Task document classification

Task boundary detection

Task sentence embedding

Task image/document clustering

Task scene understanding

Task task-oriented dialogue systems

Task deepfake detection

Task motion capture

Task document summarization

Task weakly-supervised semantic segmentation

Task face presentation attack detection

Task 3d instance segmentation

Task intent classification

Task image cropping

Task face swapping

Task weather forecasting

Task acoustic scene classification

Task binarization

Task traffic sign recognition

Task text style transfer

Task motion estimation

Task tumor segmentation

Task age estimation

Task vehicle re-identification

Task adversarial defense

Data Domain point cloud

Task multi-document summarization

Task object tracking

Task lesion classification

Task aspect-based sentiment analysis

Task weakly-supervised named entity recognition

Task multimodal sentiment analysis

Task node clustering

Task virtual try-on

Task video prediction

Task face anti-spoofing

Task depth completion

Task transliteration

Task lesion segmentation

Task topic models

Task knowledge base question answering

Task semantic correspondence

Task scene classification

Task depression detection

Task rgb salient object detection

Task atari games

Task tokenization

Task fine-grained visual categorization

Task imputation

Task dialogue generation

Task optical flow estimation

Task cross-view image-to-image translation

Task slot filling

Task paraphrase generation

Task visual place recognition

Task person search

Task deblurring

Task scientific results extraction

Task semi-supervised image classification

Task music source separation

Task object localization

Task semi-supervised video object segmentation

Task action classification

Task opinion mining

Task multi-object tracking

Task action anticipation

Task autonomous navigation

Task metric learning

Task decision making

Task crowd counting

Task density estimation

Task stance detection

Task 3d object recognition

Task jpeg artifact correction

Task video segmentation

Task music modeling

Task sarcasm detection

Task hyperspectral image classification

Task disparity estimation

Task scene flow estimation

Task network pruning

Task self-supervised learning

Task head pose estimation

Task community detection

Task node classification

Task motion segmentation

Task facial landmark detection

Task optical character recognition

Task computed tomography (ct)

Task activity detection

Task contrastive learning

Task zero-shot learning

Task hand pose estimation

Task graph representation learning

Task event-based vision

Task emotion recognition in conversation

Task speech separation

Task chinese named entity recognition

Task hand segmentation

Task real-time semantic segmentation

Task scene text detection

Task colorectal polyps characterization

Task spoken language understanding

Task out-of-distribution detection

Task video summarization

Task ssim

Task fairness

Task mathematical question answering

Task 3d absolute human pose estimation

Task visual object tracking

Task saliency detection

Task video frame interpolation

Task visual navigation

Task egocentric activity recognition

Task 3d face animation

Task dense video captioning

Task novel view synthesis

Task rectification

Task bayesian inference

Task feature selection

Task image stitching

Task 3d shape reconstruction

Task handwriting generation

Task morphological analysis

Task image retrieval

Task trajectory forecasting

Task knowledge graphs

Task patch matching

Task music transcription

Task retinal vessel segmentation

Task visual reasoning

Task video captioning

Task temporal action localization

Task 3d multi-object tracking

Task genre classification

Task cross-lingual question answering

Task skeleton based action recognition

Task constituency parsing

Integration new relic

Task weakly supervised object detection

Task sound event detection

Task lane detection

Task structure from motion

Task multimodal unsupervised image-to-image translation

Task stereo matching

Task referring expression segmentation

Task abstractive text summarization

Task document ranking

Task 3d object tracking

Task 3d action recognition

Task facial expression recognition

Task face alignment

Task partial domain adaptation

Task continuous control

Task program repair

Task super-resolution

Task color image denoising

Task code generation

Task 3d pose estimation using rgb

Task automatic post-editing

Task visual dialog

Task multi-person pose estimation

Task entity linking

Task online multi-object tracking

Task scene text

Task small data image classification

Task multivariate time series forecasting

Task audio tagging

Task quantization

Task low-light image enhancement

Task video retrieval

Task vision-language navigation

Task entity typing

Framework spacy

Task audio generation

Task conversational response selection

Task change point detection

Task hate speech detection

Task semantic role labeling

Task video recognition

Task sign language translation

Task action recognition

Task robot navigation

Task region proposal

Task fact verification

Task point cloud registration

Task math word problem solving

Task unsupervised domain adaptation

Task trajectory prediction

Task 3d shape representation

Task latent variable models

Task emotion classification

Task continual learning

Task image super-resolution

Task cross-lingual ner

Task multimodal activity recognition

Task vision and language navigation

Task human detection

Task keyword extraction

Task probabilistic deep learning

Task action recognition in videos

Task causal inference

Task semantic textual similarity

Task scene graph detection

Task graph matching

Task graph classification

Task 3d multi-person pose estimation

Task image registration

Task video-based person re-identification

Task video reconstruction

Task offline rl

Task saliency prediction

Task unsupervised machine translation

Task few-shot image classification

Task graph embedding

Task 3d reconstruction

Task fact checking

Task dictionary learning

Task human action generation

Task graph clustering

Task multi-future trajectory prediction

Task stereo matching hand

Task eye tracking

Task sign language recognition

Task video generation

Task automated theorem proving

Task video description

Task interactive segmentation

Task single image dehazing

Task natural language inference

Task paraphrase identification

Task scene recognition

Task human-object interaction detection

Task whole slide images

Task visual odometry

Task 3d hand pose estimation

Task relational reasoning

Task video object detection

Task video classification

Task language identification

Task speaker diarization

Task coreference resolution

Task human part segmentation

Task lipreading

Task defect detection

Task bias detection

Task action unit detection

Task feature importance

Task chinese reading comprehension

Task kg-to-text generation

Task motion prediction

Task scene text recognition

Task misinformation

Task abnormal event detection in video

Task unsupervised anomaly detection

Task robotic grasping

Task semantic parsing

Task general reinforcement learning

Task grammatical error correction

Task stochastic optimization

Task 3d object detection

Task action localization

Task image dehazing

Task relation extraction

Task action spotting

Task relation classification

Task grasp contact prediction

Task open-domain question answering

Task image enhancement

Task adversarial attack

Task video inpainting

Task entity disambiguation

Task fine-grained visual recognition

Task image denoising

Task matrix completion

Task self-driving cars

Task person re-identification

Integration gitlab

Task monocular depth estimation

Task multi-label classification

Task product recommendation

Task dense pixel correspondence estimation

Task multiple object tracking

Task long-tail learning

Task text-to-sql

Task community question answering

Task color constancy

Task click-through rate prediction

Task clique prediction

Task starcraft

Task joint entity and relation extraction

Task knowledge graph completion

Task semantic similarity

Task instance segmentation

Task source code summarization

Task graph generation

Task video semantic segmentation

Task image inpainting

Task video understanding

Task discourse parsing

Task scene generation

Task nested named entity recognition

Task monocular 3d object detection

Task speech synthesis

Task common sense reasoning

Task line segment detection

Task dialogue understanding

Task code search

Task scene segmentation

Task anomaly detection in surveillance videos

Task one-shot learning

Task curriculum learning

Task outlier detection

Task simultaneous localization and mapping

Task sketch-based image retrieval

Task multi-class classification

Task self-supervised action recognition

Task handwriting recognition

Task imitation learning

Task question generation

Task video salient object detection

Task abusive language

Task keyword spotting

Task chunking

Task synthetic-to-real translation

Task 3d human reconstruction

Framework tf lite

Integration google cloud storage

Task text simplification

Task graph regression

Task structured prediction

Task 3d point cloud classification

Task animal pose estimation

Task dialogue state tracking

Task compositional zero-shot learning

Task goal-oriented dialog

Task weakly supervised action localization

Task lexical entailment

Task emotion recognition

Task eeg

Task real-time strategy games

Task action segmentation

Task multimodal machine translation

Task word sense disambiguation

Task image restoration

Task image clustering

Task video super-resolution

Task action detection

Task part-of-speech tagging

Task multiple instance learning

Task unsupervised object segmentation

Task data-to-text generation

Task visual localization

Task image quality assessment

Task image matting

Task incremental learning

Task homography estimation

Task unsupervised image classification

Task 3d pose estimation using rgbd

Task gaze estimation

Task passage retrieval

Task gaussian processes

Task unsupervised video object segmentation

Task abuse detection

Task fake news detection

Task image compression

Task variational inference

Task intent detection

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README.md

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https://dagshub.com/syedzubeen/amazon_polarity

Description

The Amazon reviews dataset consists of reviews from amazon. The data span a period of 18 years, including ~35 million reviews up to March 2013. Reviews include product and user information, ratings, and a plaintext review.

Supported Tasks

text-classification & sentiment-classification

Dataset Structure

Data Instances

{ 'title':'Great CD', 'content':"My lovely Pat has one of the GREAT voices of her generation. I have listened to this CD for YEARS and I still LOVE IT. When I'm in a good mood it makes me feel better. A bad mood just evaporates like sugar in the rain. This CD just oozes LIFE. Vocals are jusat STUUNNING and lyrics just kill. One of life's hidden gems. This is a desert isle CD in my book. Why she never made it big is just beyond me. Everytime I play this, no matter black, white, young, old, male, female EVERYBODY says one thing ""Who was that singing ?""", 'label':1 }

Citation Information

McAuley, Julian, and Jure Leskovec. "Hidden factors and hidden topics: understanding rating dimensions with review text." In Proceedings of the 7th ACM conference on Recommender systems, pp. 165-172. 2013.

Xiang Zhang, Junbo Zhao, Yann LeCun. Character-level Convolutional Networks for Text Classification. Advances in Neural Information Processing Systems 28 (NIPS 2015)

License

This dataset has an Apache 2.0 license.

Additional information

Thanks to @hfawaz for adding this dataset.

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