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

General meteorological

General biology

Type model

General genetic

General environmental

Task disaster response

General deep learning

General bioinformatics

General hacktoberfest

Data Domain audio

General natural resource

Task classification

General imaging

Data Domain nlp

General natural language processing

General cancer

General mlops

Integration mlflow

General image processing

General health

General hacktoberfest 2023

General oceans

Integration dvc

Data Domain tabular

General mapping

Task image classification

General python

General coastal

General whole genome sequencing

General biodiversity

Framework tensorflow

General data science

General atmosphere

General covid-19

General cog

General elevation

General strides

General neuroscience

General global

General cities

Integration git

General lidar

General neuroimaging

General coronavirus

General open source software

General ecosystems

General water

General climate model

Framework pytorch

General csv

General neurobiology

General aerial imagery

General astronomy

General land

General archives

General air quality

General transcriptomics

Task object detection

General machine learning project

General urban

General analytics

General food security

General data science project

General energy

General bam

General internet

General parquet

General gps

General continuously operating reference station - cors

General homo sapiens

General conservation

Framework scikit-learn

General tutorial

Data Domain 3d model

General fastq

General cell biology

General stac

General cell imaging

General encyclopedic

General medicine

General broadcast ephemeris

General gnss

General nara

General chemistry

General earthquakes

General gene expression

General robotics

General census

General json

General infrastructure

General solar

General biotech blueprint

General cyber security

General statistics

General signal processing

General magnetic resonance imaging

General demography

General labeled

General protein

Task autonomous vehicles

General reference index

General mlflow-serving

General ice

General molecule

General cnn

Task machine translation

General vcf

Data Domain medical imaging

General neural network

Task vision

General mus musculus

General video

General genetic maps

General transportation

General chemical biology

General geoscience

General 1940 census

General neurophysiology

General multimedia

General fasta

General financial markets

General electron microscopy

General osm

Task information retrieval

General computer security

General microscopy

General planetary

General population genetics

General regulatory

General floods

General population

General biomolecular modeling

General marine navigation

General ml pipelines

Task time series forecasting

General llm

General deeplearning

General streamlit

General reproducibility-challenge

Task anomaly detection

General data visualization

General wine quality prediction

Integration arxiv

General medical

General data analytics

Task denoising

General smd ai

General xgboost

General genelab

General market data

Task semantic segmentation

Task text generation

General predictive analysis

General digital preservation

General civic

General commerce

General epigenomics

General demographics

General seismology

General nifti

General government records

General blockchain

General genome wide association study

Integration label studio

General broadband

General random forests

General us-dc

General traffic

Task chatbot

General long read sequencing

General sars

General digital forensics

General molecular docking

General computer forensics

General fluorescence imaging

General dagshub

General metagenomics

General regression

General survey

General metadata

General bathymetry

General fast5

General mers

Integration github

General copyright monitoring

General short read sequencing

General amino acid

General rag

General kaggle

Task language modelling

General transformers

General text analysis

General llms

Task text classification

General artificial-intelligence

General economics

General healthcare

General segmentation

Task sentiment analysis

General datamanipulation

General events

Framework huggingface transformers

General music

General network traffic

General electrophysiology

General kidney

General data cleaning

General projects

General research

General movies

General wildlife

General sklearn

General free software

General test

General x-ray tomography

General speech processing

General txt

Task speech recognition

General data analysis

General space biology

General mining software repositories

General trading

Task medical image segmentation

Task music information retrieval

General source code

General covid

General forecast

General cars

General github actions

Data Domain graph

General predictive modelling

Task text-to-image generation

General data

General ensemble learning

General education

General intrusion detection

General complaints

General deployment

Task recommendation systems

General near-surface specific humidity

General alphafold

General csi

General emotion

General ukraine

General alchemical free energy calculations

General tiles

General science

General hydrography

General loftee

General live song identification

General flask

General low-pressure turbine

General organelle

General fewshot

General workload analysis

General detection

Task face recognition

General seafloor

General acoustics

General tertiary analysis

General art

General pediatric

General turbulence

General mixed file dataset

General fisheries

General structural variation

Data Domain reinforcement learning

Task audio classification

General netcdf

General green aviation

General near-surface air temperature

General sqlite

General national archives catalog

General space weather

General media

General precipitation

General prediction

General marine mammals

General music features dataset

General geothermal

General industrial

General molecular dynamics

General microbiome

General openfold

Task activity recognition

General simulations

General computational fluid dynamics

General keras

General scholarly communication

General data assimilation

General cover song identification

Task question answering

General malware

General privacy

General history

General enzyme

General protein folding

General pandas

General marine

General pharmaceutical

General museum

Task active learning

General high-throughput imaging

General hpc

General cell painting

General japanese

General datacenter

General cmip5

General ransomware

General datascience

General structural biology

General autism spectrum disorder

General virus

General culture

General cmip6

General meta learning

General foldingathome

General geophysics

General mining

General cram

General speaker identification

General vep

General variant annotation

General msa

General benchmark

General cloud computing

General timho

General 1950 census

General bitcoin

General recombination maps

General hiring

General radiation

General cultural preservation

General protein template

General automatic speech recognition

General histopathology

General whole exome sequencing

General xml

General analysis

Task depth estimation

General linear regression

General python library

Framework pycaret

General eda

General x-ray

General price prediction

General snowflake

General credit card

Task sequence-to-sequence language modeling

General autoencoder

General price

Task named entity recognition

General ai voice clone app

General gans

General huggingface

General mnist

General wine

Task explainable artificial intelligence

General ai personal assistant

General hebrew

Task object classification

General coco

General disease

Task text summarization

General data pipelines

General pipeline

General monitoring

General text

General matplotlib

General sports

General generative ai

General mlops zoomcamp

General customer churn

General labelling

General transactional data

General bot

Task automl

General toy

General ai mlops

Task reading comprehension

General docker

General catboost

General aws

General chest cancer predition

General fastai

Task video object segmentation

General master

Task image captioning

General heroku

Task classification with binary neural network

General version control

General instruction following

General news

Task pedestrian detection

General ai voice assistant

General npc

General vector embeddings

General banking

General vector database

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 medical classification

General elasticnet

General julia

General continuous integration

General python pakage

Task 3d human pose estimation

General cml

Task food recognition

General aiops

General annotations

Task time series

General malaria

General nltk

Task image generation

General example

General llama2

General colab

General data mining

General codepeak

General evidently

General database

Task minecraft

General numeric arrays

General machine

General end to end

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 bento ml

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 unet

General fire

General ml deployment

General ai planning

General medical terminology

General zomato

General quantitative

General image

Task music generation

General api

General dagshub as a my favourite data science tool

General soup

General minecraft circle generator

General speech

General disease classification

Framework langchain

General ai voice cloning

Task multi-task learning

Task visual tracking

General neutral

General video-object-segmentation

General portfolio

General discord

General chest disease

General reviewer recommendation

General violence detection

Task audio source separation

General latent diffusion models

General oci

General object

General car service

Task neural architecture search

General language

Task face identification

General best pune escorts

General cybersecurity

Task visual question answering

General credit finance fraud

General mouse

General heart valve prosthesis

General soccer

General 2022 data science related notes

General understanding

Task feature engineering

Task 3d pose estimation

General sql

General happy

General academic

General cps

General scientific documents

General shap

General argument

Task link prediction

General cracks and potholes

General beginner

Task colorization

General default customer

General asv

General face shape classification for improving styling

Task text-image retrieval

General tinyml

General visualization

General code review

General chatgpt

General moez

Task license plate recognition

General data streaming

General alpaca

General clot

General man naked on ice

Task object counting

General histological segmentation

Task domain generalization

Task style transfer

Task music classification

General covid19 vaccine

General deno

General msr

Task rgb-d salient object detection

Integration jenkins

General wealth

General fraud

General remote working file system

General challenge

Task pose estimation

General triplet loss

General gru

General pune escorts services

Task object skeleton detection

General finite element method

General mode

General generative design

General dialogpt bot

General openai

General number recognition

General instruct chatgpt

General physics

General vsdvsdvsdvssf

General data extraction of deed of trust

General sad

General chexnet

General image to audio

General time prediction

Task data augmentation

General the blogger

General books

General seo

General get data

Task speech enhancement

General apple

General forest

General html

General quack

General yvual

General designing

General house

General mikrocontrollers

General medical image classification

General ner

General development

General gis data

General credit-risk

General neural search

General gaming

General malware detection

General jitter click test

General plant

General devices

General vls

General phitoplankton

General adsadad asdsadsa -dsadsadsadasdasdasdasdasd

General illegal deforestation

Task transfer learning

General tumo

General women

General fdffwfwf

Task scientific document summarization

General fastapi

General siamese network

General dental

General ctr

General oracle

General integration

General search

General power bi

General prevention

General payments

General scorecard

General marketing analytics

Task face sketch synthesis

Task covid- diagnosis

General food time delivery

General movie

General sea

General individuals

General food

General mongodb

General parser

General bark voice cloning

General spam-classifier

Task table detection

General awesome list

General olympics

Task aesthetics quality assessment

General lungs

General reels

Task few-shot learning

Task autonomous driving

Task face model

General bark

General trip

General extract mfccs

General dsd

General fdfwsf

Task classification with binary weight network

General script

General gemini

Task panoptic segmentation

General large language mode

General alzheimers

General jigsaw

General parkinson disease

General diffusion

Task natural language understanding

General credit card default prediction

Task domain adaptation

General query

General detection of gaps

General mlpipelines

General tactical decision

Task content-based image retrieval

General bug localization

Task gesture recognition

General anaomaly detection

Task open information extraction

General wordle

General kyc

General omdena-milan chapter mirrored from github repo

Task multi-label text classification

General nextjs

General similarity detection

General cat

General optical coherence tomography

General trial

General ecr

General engineer

Task time series analysis

General chat llama

General classifier

General scw

Task object recognition

General alguae

General ai4 sustainable agri-food

General computer-aided design

General orchest

General healt

General weights and biases

General smiles

General swiggy

General digital marketing

General author dwaipayan chakroborti

General random sampling

General bank

General diabetes

General futbol

Task clustering algorithms evaluation

Task brain tumor segmentation

General weather impacts

General ggs

Task machine reading comprehension

General man is ugli

General evaluation

Task face detection

General dubai

Task face reconstruction

General vascular tissue engineering

General telecom

General type

General agents

General its

General discount

General fitnes

General production optimization

General friendship

General cognitive control

General dataframe

General precious stones

General dinosaurs

General clustering

General recipe

General cell segmentation

General taxi fare prediction

General coronary plaque analysis

Framework flax

Task network intrusion detection

Task edge detection

General wav

General obesity

General sdsd

General abc analysis

General titanic

General paper

General gradio

Task hand gesture recognition

General radiometric data

General minecraft shapes

General epu index

General tutorials

General baseline

Task biomedical information retrieval

General kagle

Task news classification

General open-cv

General action video games

General wdl

General first

General emoji

General yolov8

General data review

General shopping

General engine

General data version control

General imporoving logistics and optimizing routing

General triathlon

General seaborg

General datellite imagery

Task pedestrian attribute recognition

General coding

General microcontroller

General tiger

General churn

General webapps

General marketing

General vaccine

General modern portfolio theory

General bark voice clone

General java

General interpretability

General ditmodel

General runners

General sometopic

General chest cancer

General moldova

General notes

General minecraft blocks

General man is nervous

General pickle

General mosquito

General digital pathology

Task face verification

General project

General seaborn

General fauna

Task remote sensing image classification

General semantic search

General unit testing

General animals

General pytorch2

Task document layout analysis

General skimage

General giskard

General vessel segmentation

Task sentence embeddings

General pytest

Task salient object detection

General preverified

General finance

General azure

General new upcoming data science projects for 2020

General tasks

General manipu

General notebook

General snails

General xyz analysis

General inventory turnover

General book

General eye

General africa

General representation learning

General contrastive loss

General corpus

Task face reenactment

General albumentations

General lora

Task image-to-image translation

General game

General naive-bayes

General explainable ai

General vscode

General art generation

General skeleton

General accidents

General optimization

General forecasting

General suicide rates analysis

Task network embedding

Task dimensionality reduction

General http traffic data

General computing

General product webscraping on food systesms

General credit card risk

General 2023 data science collection repo

General ec2

General stroke prediction

General pil

General flood prediction

General fashion images

General edema

General dynamic time warpping

General document image

General seagrass

General exercise videos

General defaulter

General documents

General singapore

General video-object-segmentatino

Framework jax

Task answer selection

General text-to-video

Task sentence classification

Task generalized zero-shot learning

General supermarket website scraping

General torchdata

General sdw

General lstm

General hyperspectral imaging

General image complexity

General short

Task word embeddings

General voice enabled

General tim ho

General insurance

Task fine-grained image classification

General agent

General duckdb

General hello-world

General liberia

Task document ranking

Task real-time strategy games

Task homography estimation

Task hand segmentation

Task cross-modal retrieval

Task unsupervised facial landmark detection

General newreposistory for to learning - how dagshub works

Task table-to-text generation

Task conditional image generation

Task robust object detection

Task event extraction

Task multi-agent reinforcement learning

Task keypoint detection

Task image/document clustering

Task human robot interaction

Task document classification

Task weakly-supervised semantic segmentation

Task scene understanding

Task task-oriented dialogue systems

Task deepfake detection

Task document summarization

Task acoustic scene classification

Task face presentation attack detection

Task weather forecasting

Task intent classification

Task image cropping

Task text style transfer

Task binarization

Task traffic sign recognition

Data Domain point cloud

Task weakly-supervised named entity recognition

Task object tracking

Task aspect-based sentiment analysis

Task video prediction

Task object localization

Task depth completion

Task lesion segmentation

Task topic models

Task depression detection

Task rgb salient object detection

Task tokenization

Task dialogue generation

Task optical flow estimation

Task slot filling

Task music source separation

Task action classification

Task scientific results extraction

Task action anticipation

Task opinion mining

Task decision making

Task multi-object tracking

Task autonomous navigation

Task 3d object recognition

Task jpeg artifact correction

Task video segmentation

Task music modeling

Task density estimation

Task multiple object tracking

Task stance detection

Task disparity estimation

Task community detection

Task node classification

Task facial landmark detection

Task optical character recognition

Task computed tomography (ct)

Task contrastive learning

Task hand pose estimation

Task self-supervised learning

Task 3d semantic segmentation

Task event-based vision

Task handwriting generation

Task video summarization

Task egocentric activity recognition

Task 3d face animation

Task dense video captioning

Task novel view synthesis

Task bayesian inference

Task feature selection

Task image stitching

Task 3d shape reconstruction

Task morphological analysis

Task trajectory forecasting

Task patch matching

Task music transcription

Task visual reasoning

Task temporal action localization

Task cross-lingual question answering

Task constituency parsing

Task weakly supervised object detection

Task lane detection

Task structure from motion

Task multimodal unsupervised image-to-image translation

Task referring expression segmentation

Task abstractive text summarization

Task 3d action recognition

Task program repair

Task color image denoising

Task code generation

Task learning-to-rank

Task visual dialog

Task online multi-object tracking

Task scene text

Task small data image classification

Task conversational response selection

Task change point detection

Task hate speech detection

Task trajectory prediction

Task latent variable models

Task long-tail learning

Task human detection

Task multimodal activity recognition

Task vision and language navigation

Task probabilistic deep learning

Task action recognition in videos

Task scene graph detection

Task graph matching

Task 3d multi-person pose estimation

Task image registration

Task offline rl

Task unsupervised machine translation

Task few-shot image classification

Task dictionary learning

Task 3d reconstruction

Task stereo matching hand

Task eye tracking

Task human action generation

Task clique prediction

Task video generation

Task interactive segmentation

Task paraphrase identification

Task whole slide images

Task 3d hand pose estimation

Task speaker diarization

Task defect detection

Task bias detection

Task kg-to-text generation

Task scene text recognition

Task semantic similarity

Task semantic parsing

Task misinformation

Task abnormal event detection in video

Task general reinforcement learning

Task stochastic optimization

Task action localization

Task grasp contact prediction

Task relation classification

Task entity disambiguation

Task adversarial attack

Task video inpainting

Task fine-grained visual recognition

Task person re-identification

Task color constancy

Task monocular depth estimation

Task product recommendation

Task knowledge graph completion

Task starcraft

Task joint entity and relation extraction

Task graph generation

Task monocular 3d object detection

Task scene generation

Task code search

Task dialogue understanding

Task scene segmentation

Task curriculum learning

Task simultaneous localization and mapping

Task self-supervised action recognition

Task abusive language

Task video salient object detection

Task structured prediction

Task chunking

Task image matting

Task 3d human reconstruction

Framework tf lite

Task text simplification

Task 3d point cloud classification

Task goal-oriented dialog

Task dialogue state tracking

Task lexical entailment

Task emotion recognition

Task eeg

Task action segmentation

Task image restoration

Task image clustering

Task visual localization

Task multi-label classification

Task incremental learning

Task gaze estimation

Task gaussian processes

Task unsupervised video object segmentation

Task abuse detection

Task variational inference

Task discourse parsing

Task video question answering

Integration s3 compatible storage

Task compressive sensing

Task dependency parsing

Task boundary detection

Task motion capture

Task motion estimation

Task age estimation

Task adversarial defense

Task node clustering

Task semantic correspondence

Task imputation

Task cross-view image-to-image translation

Task visual place recognition

Task person search

Task deblurring

Task semi-supervised image classification

Task metric learning

Task hyperspectral image classification

Task scene flow estimation

Task head pose estimation

Task motion segmentation

Task zero-shot learning

Task emotion recognition in conversation

Task real-time semantic segmentation

Task spoken language understanding

Task meta-learning

Task ssim

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 knowledge graphs

Task entity linking

Task genre classification

Task 3d multi-object tracking

Task 3d object tracking

Task stereo matching

Task math word problem solving

Task continuous control

Task partial domain adaptation

Task 3d pose estimation using rgb

Task multi-person pose estimation

Task multivariate time series forecasting

Task super-resolution

Task low-light image enhancement

Task video retrieval

Task audio generation

Task video recognition

Task region proposal

Task fact verification

Task robot navigation

Task 3d shape representation

Task continual learning

Task image super-resolution

Task keyword extraction

Task graph classification

Task video-based person re-identification

Task video understanding

Task graph embedding

Task fact checking

Task multi-future trajectory prediction

Task common sense reasoning

Task automated theorem proving

Task video description

Task natural language inference

Task language identification

Task coreference resolution

Task lipreading

Task action unit detection

Task relational reasoning

Task feature importance

Task grammatical error correction

Task robotic grasping

Task self-driving cars

Integration gitlab

Task click-through rate prediction

Task image inpainting

Task compositional zero-shot learning

Task image denoising

Task speech synthesis

Task one-shot learning

Task drug discovery

Task line segment detection

Task multi-class classification

Task anomaly detection in surveillance videos

Task sketch-based image retrieval

Task question generation

Task sign language recognition

Task graph regression

Task colorectal polyps characterization

Task imitation learning

Task weakly supervised action localization

Task multimodal machine translation

Task word sense disambiguation

Task multiple instance learning

Task video super-resolution

Task data-to-text generation

Task sentence embedding

Task 3d instance segmentation

Task vehicle re-identification

Task face swapping

Task virtual try-on

Task multimodal sentiment analysis

Task scene classification

Task paraphrase generation

Task fairness

Task atari games

Task network pruning

Task activity detection

Task graph representation learning

Task retinal vessel segmentation

Task chinese named entity recognition

Task sound event detection

Task automatic post-editing

Integration new relic

Task facial expression recognition

Task point cloud registration

Task unsupervised domain adaptation

Task quantization

Task entity typing

Task emotion classification

Task single image dehazing

Task graph clustering

Task human-object interaction detection

Task video object detection

Task video classification

Task human part segmentation

Task chinese reading comprehension

Task motion prediction

Task image dehazing

Task relation extraction

Task action spotting

Task scene recognition

Task community question answering

Task instance segmentation

Task video semantic segmentation

Task text-to-sql

Task nested named entity recognition

Task handwriting recognition

Integration google cloud storage

Task animal pose estimation

Task part-of-speech tagging

Task synthetic-to-real translation

Task image quality assessment

Task passage retrieval

Task cross-lingual transfer

Task fake news detection

Task multi-document summarization

Task unsupervised object segmentation

Task fine-grained visual categorization

Task semi-supervised video object segmentation

Task image retrieval

Task audio tagging

Task rectification

Task transliteration

Task skeleton based action recognition

Task causal inference

Task face alignment

Framework spacy

Task cross-lingual ner

Task unsupervised image classification

Task video reconstruction

Task visual odometry

Task 3d object detection

Task image enhancement

Task outlier detection

Task source code summarization

Task action detection

Task saliency prediction

Task intent detection

Task core set discovery

Task lesion classification

Task face anti-spoofing

Task 3d pose estimation using rgbd

Task crowd counting

Task sarcasm detection

Task speech separation

Task scene text detection

Task semantic textual similarity

Task knowledge base question answering

Task unsupervised anomaly detection

Task action quality assessment

Task dense pixel correspondence estimation

Task keyword spotting

Task image compression

Task video captioning

Task matrix completion

Task open-domain question answering

Task out-of-distribution detection

Task sign language translation

Task vision-language navigation

Task semantic role labeling

Task tumor segmentation

Task action recognition

New topics will be added to the General category. Only displaying topics that weren't autoscanned from topics file

traceability

granularity datasets

3 years ago

README.md

Adding data for baseline ds4se

3 years ago

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Benchmarking

This module comprises all possible benchmarks product of software research problems. Benchmarks are composed of three elements:

The purpose of the benchmark
The pre-processed and organized testbed(s)
The methodology to run and reproduce the experiment

This component creates the bechmarks, help to organize the benchmarks, run the metrics on the dataset.

Tip!

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