Integration: dvc git github

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 mlops

Integration mlflow

General imaging

Data Domain nlp

General natural language processing

General cancer

General image processing

Task image classification

General health

Data Domain tabular

General python

General oceans

Integration dvc

General hacktoberfest 2023

General data science

General mapping

Framework tensorflow

General coastal

General whole genome sequencing

General biodiversity

General covid-19

General atmosphere

General cog

General elevation

General strides

General neuroscience

General global

General lidar

General neuroimaging

Integration git

General coronavirus

General cities

General open source software

General machine learning project

Task object detection

General ecosystems

General climate model

Framework pytorch

General water

General csv

General aerial imagery

General neurobiology

General land

General air quality

General astronomy

General archives

General transcriptomics

General urban

General analytics

General data science project

General food security

General energy

General internet

General parquet

General bam

General gps

Framework scikit-learn

General continuously operating reference station - cors

General tutorial

General conservation

General medicine

General homo sapiens

Data Domain 3d model

General encyclopedic

General cell biology

General cell imaging

General fastq

General stac

Data Domain medical imaging

General broadcast ephemeris

General mlflow-serving

General gnss

General cyber security

General gene expression

General census

General infrastructure

General earthquakes

General robotics

General chemistry

General json

General nara

General solar

General biotech blueprint

General llm

General statistics

General magnetic resonance imaging

General cnn

General signal processing

General labeled

General demography

Task autonomous vehicles

General financial markets

General reference index

General molecule

General neural network

General protein

General ice

Task vision

Task machine translation

General vcf

General deeplearning

Task time series forecasting

General mus musculus

General artificial-intelligence

General 1940 census

General video

Task information retrieval

General genetic maps

General geoscience

General ml pipelines

General neurophysiology

General chemical biology

General computer security

General transportation

General multimedia

General dagshub

General planetary

General biomolecular modeling

General medical

General osm

General fasta

General wine quality prediction

General regulatory

General electron microscopy

General population

General marine navigation

Task anomaly detection

General microscopy

General population genetics

General floods

Task chatbot

General healthcare

General streamlit

General data visualization

General reproducibility-challenge

Task denoising

Task semantic segmentation

Integration arxiv

General predictive analysis

General regression

General data analytics

General civic

General llms

General smd ai

General xgboost

General market data

Task text generation

General digital preservation

General genelab

General segmentation

General epigenomics

General demographics

General nifti

General government records

General blockchain

General genome wide association study

Integration label studio

General broadband

General random forests

General us-dc

General economics

General traffic

Task medical image segmentation

General sars

General long read sequencing

General digital forensics

General molecular docking

General computer forensics

General metagenomics

General fluorescence imaging

General commerce

General survey

General metadata

General transformers

General bathymetry

General fast5

General mers

Integration github

General copyright monitoring

General short read sequencing

General amino acid

General kidney

General seismology

General rag

Task language modelling

Task text classification

General finance

General kaggle

Task sentiment analysis

General prediction

General text analysis

General projects

Framework huggingface transformers

Task recommendation systems

General network traffic

General deployment

General cars

General data cleaning

General electrophysiology

General research

General music

General datamanipulation

General events

General bitcoin

General detection

General free software

General ensemble learning

General source code

General education

General disease

Task speech recognition

General complaints

General test

General data

General data analysis

Task active learning

Task text-to-image generation

General speech processing

General forecast

General sklearn

General github actions

Task audio classification

General covid

General space biology

General mining software repositories

General wildlife

General intrusion detection

General txt

Task music information retrieval

Data Domain graph

General movies

General keras

General cloud computing

General predictive modelling

General trading

General x-ray tomography

Task named entity recognition

General mining

General credit card

General vep

General benchmark

Task face recognition

General science

General ukraine

General alchemical free energy calculations

General virus

General organelle

General seafloor

General tertiary analysis

General data pipelines

General live song identification

General flask

General medical image classification

General culture

General workload analysis

General linear regression

General pediatric

General mixed file dataset

General low-pressure turbine

General art

General sports

General green aviation

General netcdf

General turbulence

Task object classification

General structural variation

General media

General geophysics

General music features dataset

General near-surface air temperature

General sqlite

General national archives catalog

General industrial

General agents

General scholarly communication

General marine mammals

General openfold

General microbiome

General geothermal

Task activity recognition

General museum

General csi

General simulations

General radiation

General computational fluid dynamics

General near-surface specific humidity

General data assimilation

General cover song identification

Task question answering

General 1950 census

General malware

General privacy

General protein folding

General elasticnet

General enzyme

General hpc

General cell painting

General datascience

General generative ai

General structural biology

General foldingathome

General pharmaceutical

General tiles

General meta learning

General fewshot

Data Domain reinforcement learning

General high-throughput imaging

General acoustics

General fisheries

General end to end

General japanese

General datacenter

General space weather

General ransomware

General cmip5

General msa

General variant annotation

General emotion

General molecular dynamics

General hydrography

General loftee

General autism spectrum disorder

General cram

General speaker identification

General gans

General automatic speech recognition

General alphafold

General wine

General timho

General xml

General ai personal assistant

General recombination maps

General cultural preservation

General precipitation

General protein template

General pandas

General hiring

General histopathology

General whole exome sequencing

General marine

General history

General cmip6

General ai planning

General ai voice clone app

General price prediction

General eda

Task time series

General pipeline

General snowflake

General mnist

Task explainable artificial intelligence

General analysis

General customer churn

General ai mlops

Task sequence-to-sequence language modeling

General python library

General hebrew

General matplotlib

General dagshub as a my favourite data science tool

General monitoring

General coco

General image

General text

General python pakage

General autoencoder

Task image captioning

General aws

General x-ray

Task text summarization

Framework pycaret

General huggingface

General ml deployment

Task depth estimation

General price

Task object detection in aerial images

General customer sentiment analysis

Task image generation

General gradient boosting

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 object recognition

Task time series analysis

General chest cancer predition

General chapter 1

General fastai

Task video object segmentation

Task transfer learning

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 brain

General forest

General forecasting

General noaa cors network - ncn

Framework ultralytics yolo

General numpy

General mri

General car service

Task real-time object detection

General chatgpt plugins

General documents

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 olympics

General annotations

General churn

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

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

Integration bitbucket

Task text-to-speech synthesis

Task federated learning

General spider

Task zero-shot object detection

General open-cv

General action video games

General unet

General fire

General medical terminology

General cicd

General zomato

General quantitative

General images

General physics

General agent

Task music generation

General api

General study

General parkinson disease

General liberia

General ecr

Task news classification

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 epu index

General jitter click test

General oracle

General neural search

General spam-classifier

General tarantula

General food

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 script

General kagle

Task learning-to-rank

General shopping

General enron

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 computing

General stroke prediction

General document image

General weight of evidence

General text-to-video

Task word embeddings

General http traffic data

General fast

General minecraft circle generator

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 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 tactical decision

General classifier

General ai4 sustainable agri-food

General engineer

General bank

General diabetes

General workflow

Task face reconstruction

General type

General telecom

General discount

General dinosaurs

General bear

General recipe

General taxi fare prediction

Framework flax

General cell segmentation

General sdsd

General obesity

General titanic

Task biomedical information retrieval

General cat

General data review

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 football

General engine

General xyz analysis

General inventory turnover

General eye

General representation learning

Task image-to-image translation

General optimization

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

Task meta-learning

General object

Task neural architecture search

General language

General cybersecurity

General mouse

General soccer

General understanding

Task feature engineering

General iamges

General oci

General sql

General scientific documents

General security

General default customer

Task text-image retrieval

General tinyml

General code review

Task license plate recognition

General gru

General exp

General man naked on ice

Task super-resolution

General airflow

Task object skeleton detection

General deno

General wealth

General fraud

General remote working file system

Task pose estimation

General model tracking

General moez

General pune escorts services

General number recognition

General openai

General chexnet

General digital ocean

General data extraction of deed of trust

General image to audio

General the blogger

Task music classification

Task speech enhancement

General ner

General yvual

General house

General mikrocontrollers

General devices

General gis data

General gaming

General mdeical

Task scientific document summarization

General vls

General phitoplankton

General fastapi

General siamese network

General tumo

General women

Task face sketch synthesis

General sea

General individuals

General dental

General integration

General dialogpt bot

General power bi

General prevention

General scorecard

General marketing analytics

General bark

Task drug discovery

Task aesthetics quality assessment

General search

General reels

Task autonomous driving

General heart disease predicton

General crime

General credit card default prediction

Task classification with binary weight network

Task panoptic segmentation

General bug localization

General alzheimers

General jigsaw

General chest cancer classification

General diffusion

Task natural language understanding

Task gesture recognition

General query

General paris

General detection of gaps

General mlpipelines

General nextjs

General wordle

General optical coherence tomography

Task multi-label text classification

General similarity detection

General sensors

General scw

General alguae

General swiggy

General assistant

General computer-aided design

General orchest

General healt

Task open information extraction

General sleep

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 credit scorecard modelling

General friendship

General clustering

Task network intrusion detection

Task edge detection

General weather impacts

General paper

General radiometric data

General gradio

Task hand gesture recognition

General tutorials

General woman

General weights and biases

General fitnes

General emoji

General yolov8

General abc analysis

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 notebook

General battery

Task causal inference

General snails

General book

General contrastive loss

General game

General signal identification

General vscode

General skeleton

General naive-bayes

General art generation

Task network embedding

General explainable ai

General accidents

General patientss

General pil

General product webscraping on food systesms

General fashion images

General edema

General dynamic time warpping

General 2023 data science collection repo

General seagrass

General exercise videos

General flood prediction

General video-object-segmentatino

Framework jax

General model calibration

General baseline background spi modeling

General singapore

General torchdata

General sdw

General hyperspectral imaging

General image complexity

Task answer selection

General tim ho

Task fine-grained image classification

General hello-world

General runners

General insurance

Task link prediction

General production optimization

General digital marketing

General fdfwsf

General first

General movie

Task table detection

General reviewer recommendation

General sometopic

Task multi-task learning

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

General gpt

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 automation

General instruct chatgpt

General seo

General epidemiology

General demo

General encryption

General fdffwfwf

General bark voice cloning

General trip

General corpus

Task cross-modal retrieval

Task robust object detection

Task event extraction

Task multi-agent reinforcement learning

Task unsupervised facial landmark detection

Task multi-label classification

Task weather forecasting

Task table-to-text generation

Task conditional image generation

Task video question answering

Task face swapping

Task keypoint detection

Task human robot interaction

Task document classification

Task compressive sensing

Task sign language translation

Task image/document clustering

Task scene understanding

Task task-oriented dialogue systems

Task deepfake detection

Task dependency parsing

Task document summarization

Task weakly-supervised semantic segmentation

Task face presentation attack detection

Task boundary detection

Task intent classification

Task image cropping

Task lesion classification

Task motion capture

Task acoustic scene classification

Task binarization

Task traffic sign recognition

Task text style transfer

Task cross-lingual transfer

Task face anti-spoofing

Task motion estimation

Task sentence embedding

Task age estimation

Data Domain point cloud

Task 3d instance segmentation

Task object tracking

Task adversarial defense

Task aspect-based sentiment analysis

Task weakly-supervised named entity recognition

Task multi-document summarization

Task multimodal sentiment analysis

Task vehicle re-identification

Task video prediction

Task node clustering

Task depth completion

Task object localization

Task lesion segmentation

Task topic models

Task knowledge base question answering

Task vision-language navigation

Task virtual try-on

Task depression detection

Task rgb salient object detection

Task semantic correspondence

Task tokenization

Task synthetic-to-real translation

Task scene classification

Task dialogue generation

Task optical flow estimation

Task speech separation

Task slot filling

Task imputation

Task cross-view image-to-image translation

Task fine-grained visual categorization

Task visual place recognition

Task person search

Task deblurring

Task music source separation

Task scientific results extraction

Task semi-supervised image classification

Task action classification

Task atari games

Task opinion mining

Task action anticipation

Task multi-object tracking

Task semi-supervised video object segmentation

Task decision making

Task metric learning

Task autonomous navigation

Task density estimation

Task 3d object recognition

Task jpeg artifact correction

Task video segmentation

Task music modeling

Task stance detection

Task paraphrase generation

General newreposistory for to learning - how dagshub works

Task disparity estimation

Task hyperspectral image classification

Task self-supervised learning

Task scene flow estimation

Task community detection

Task node classification

Task scene text detection

Task facial landmark detection

Task optical character recognition

Task computed tomography (ct)

Task head pose estimation

Task contrastive learning

Task motion segmentation

Task hand pose estimation

Task activity detection

Task event-based vision

Task zero-shot learning

Task network pruning

Task emotion recognition in conversation

Task graph representation learning

Task semantic role labeling

Task chinese named entity recognition

Task handwriting generation

Task real-time semantic segmentation

Task sarcasm detection

Task video summarization

Task spoken language understanding

Task hand segmentation

Task ssim

Task out-of-distribution detection

Task mathematical question answering

Task 3d absolute human pose estimation

Task visual object tracking

Task saliency detection

Task egocentric activity recognition

Task 3d face animation

Task dense video captioning

Task novel view synthesis

Task video frame interpolation

Task bayesian inference

Task feature selection

Task image stitching

Task 3d shape reconstruction

Task visual navigation

Task morphological analysis

Task unsupervised image classification

Task trajectory forecasting

Task rectification

Task patch matching

Task music transcription

Task knowledge graphs

Task visual reasoning

Task image retrieval

Task temporal action localization

Task audio tagging

Task 3d multi-object tracking

Task cross-lingual question answering

Task genre classification

Task constituency parsing

Task retinal vessel segmentation

Task weakly supervised object detection

Task skeleton based action recognition

Task lane detection

Task structure from motion

Task multimodal unsupervised image-to-image translation

Task crowd counting

Task referring expression segmentation

Task abstractive text summarization

Task stereo matching

Integration new relic

Task 3d action recognition

Task 3d object tracking

Task sound event detection

Task entity linking

Task partial domain adaptation

Task program repair

Task continuous control

Task color image denoising

Task code generation

Task face alignment

Task 3d pose estimation using rgb

Task visual dialog

Task facial expression recognition

Task multi-person pose estimation

Task online multi-object tracking

Task scene text

Task small data image classification

Task action quality assessment

Task multivariate time series forecasting

Task automatic post-editing

Task robot navigation

Task low-light image enhancement

Task video retrieval

Task open-domain question answering

Task quantization

Framework spacy

Task conversational response selection

Task change point detection

Task hate speech detection

Task audio generation

Task entity typing

Task video captioning

Task video recognition

Task saliency prediction

Task unsupervised anomaly detection

Task cross-lingual ner

Task region proposal

Task fact verification

Task 3d shape representation

Task trajectory prediction

Task math word problem solving

Task latent variable models

Task colorectal polyps characterization

Task point cloud registration

Task unsupervised domain adaptation

Task emotion classification

Task multimodal activity recognition

Task vision and language navigation

Task human detection

Task continual learning

Task probabilistic deep learning

Task action recognition in videos

Task image super-resolution

Task unsupervised object segmentation

Task scene graph detection

Task graph matching

Task keyword extraction

Task 3d multi-person pose estimation

Task image registration

Task graph classification

Task real-time strategy games

Task offline rl

Task fairness

Task unsupervised machine translation

Task few-shot image classification

Task video-based person re-identification

Task 3d reconstruction

Task graph embedding

Task dictionary learning

Task human action generation

Task video reconstruction

Task video description

Task stereo matching hand

Task eye tracking

Task long-tail learning

Task video generation

Task fact checking

Task homography estimation

Task interactive segmentation

Task multi-future trajectory prediction

Task sign language recognition

Task paraphrase identification

Task automated theorem proving

Task graph clustering

Task whole slide images

Task single image dehazing

Task 3d hand pose estimation

Task natural language inference

Task scene recognition

Task human-object interaction detection

Task relational reasoning

Task speaker diarization

Task visual odometry

Task feature importance

Task video object detection

Task defect detection

Task bias detection

Task language identification

Task coreference resolution

Task video classification

Task kg-to-text generation

Task lipreading

Task scene text recognition

Task misinformation

Task abnormal event detection in video

Task action unit detection

Task human part segmentation

Task semantic parsing

Task general reinforcement learning

Task robotic grasping

Task stochastic optimization

Task chinese reading comprehension

Task action localization

Task motion prediction

Task dense pixel correspondence estimation

Task 3d object detection

Task relation classification

Task grasp contact prediction

Task grammatical error correction

Task image dehazing

Task adversarial attack

Task video inpainting

Task entity disambiguation

Task fine-grained visual recognition

Task relation extraction

Task action spotting

Task tumor segmentation

Task person re-identification

Task image denoising

Task monocular depth estimation

Task clique prediction

Task product recommendation

Task image enhancement

Task semantic textual similarity

Task semantic similarity

Task multiple object tracking

Task self-driving cars

Task color constancy

Integration gitlab

Task discourse parsing

Task starcraft

Task joint entity and relation extraction

Task knowledge graph completion

Task matrix completion

Task text-to-sql

Task community question answering

Task graph generation

Task instance segmentation

Task click-through rate prediction

Task source code summarization

Task video semantic segmentation

Task scene generation

Task speech synthesis

Task monocular 3d object detection

Task image inpainting

Task video understanding

Task line segment detection

Task dialogue understanding

Task code search

Task scene segmentation

Task anomaly detection in surveillance videos

Task common sense reasoning

Task sketch-based image retrieval

Task curriculum learning

Task nested named entity recognition

Task simultaneous localization and mapping

Task one-shot learning

Task outlier detection

Task self-supervised action recognition

Task imitation learning

Task multi-class classification

Task weakly supervised action localization

Task video salient object detection

Task abusive language

Task multimodal machine translation

Task chunking

Task question generation

Task 3d human reconstruction

Framework tf lite

Task handwriting recognition

Task text simplification

Task image matting

Task structured prediction

Task 3d point cloud classification

Task transliteration

Task dialogue state tracking

Task image compression

Task goal-oriented dialog

Task graph regression

Task lexical entailment

Task emotion recognition

Task eeg

Integration google cloud storage

Task action segmentation

Task compositional zero-shot learning

Task word sense disambiguation

Task image restoration

Task image clustering

Task animal pose estimation

Task video super-resolution

Task action detection

Task keyword spotting

Task part-of-speech tagging

Task data-to-text generation

Task visual localization

Task multiple instance learning

Task action recognition

Task image quality assessment

Task incremental learning

Task 3d pose estimation using rgbd

Task document ranking

Task intent detection

Task gaze estimation

Task passage retrieval

Task gaussian processes

Task unsupervised video object segmentation

Task abuse detection

Task fake news detection

Task core set discovery

Task variational inference

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.dvc

remove dvc pipeline

1 year ago

config

add .gitkeep to data/raw

1 year ago

src

edit proces data

1 year ago

tests

finish segmentation

2 years ago

.dvcignore

add dvc yaml

2 years ago

.flake8

add processed functions

2 years ago

.gitignore

remove dvc pipeline

1 year ago

.pre-commit-config.yaml

add prefect

1 year ago

.prefectignore

edit code

1 year ago

Dockerfile

add .gitkeep to data/raw

1 year ago

Makefile

track metrics.csv with git

2 years ago

README.md

Update README.md

1 year ago

pyproject.toml

process_1

2 years ago

requirements.txt

remove notebook

1 year ago

DagsHub Storage

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Prefect + DVC Demo

A demo on how to use Prefect with DVC

Tools Used in This Project

DVC: Data version control
Prefect: Orchestrate and observe dataflow

Project Structure

src: consists of Python scripts
config: consists of configuration files
data: consists of data
notebook: consists of Jupyter Notebooks
tests: consists of test files

Set Up the Project

Install requirements:

pip install -r requirements.txt

Run the Project

To run all flows, type:

python src/main.py

Tip!

Press p or to see the previous file or, n or to see the next file