puneethp/RPPP - a25f320e4ccb513e7c71b50d03b9b6c589df1dd3 | DagsHub

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 mlops

General cancer

Integration mlflow

General image processing

General health

General oceans

Data Domain tabular

General hacktoberfest 2023

General python

Task image classification

Integration dvc

General mapping

General coastal

General whole genome sequencing

Framework tensorflow

General data science

General biodiversity

General atmosphere

General covid-19

General elevation

General cog

General strides

General neuroscience

General global

Integration git

General open source software

General neuroimaging

General coronavirus

General cities

General lidar

General ecosystems

General climate model

General water

Framework pytorch

General neurobiology

General csv

General aerial imagery

Task object detection

General machine learning project

General astronomy

General land

General archives

General air quality

General urban

General transcriptomics

General data science project

General analytics

General food security

General internet

General bam

General energy

General parquet

Framework scikit-learn

General gps

General continuously operating reference station - cors

General homo sapiens

General conservation

General tutorial

General cell biology

General fastq

General stac

General encyclopedic

General cell imaging

Data Domain 3d model

General broadcast ephemeris

General medicine

General gnss

General earthquakes

General infrastructure

General robotics

General gene expression

General chemistry

General json

General census

General nara

General cyber security

General solar

General biotech blueprint

General magnetic resonance imaging

General statistics

General signal processing

General mlflow-serving

General labeled

General demography

Data Domain medical imaging

General ice

General reference index

General cnn

General protein

General molecule

Task autonomous vehicles

Task machine translation

General vcf

Task vision

General llm

General mus musculus

General neural network

General chemical biology

General financial markets

General 1940 census

General multimedia

General geoscience

Task information retrieval

General transportation

General neurophysiology

General video

General genetic maps

General population genetics

General population

General planetary

General biomolecular modeling

Task anomaly detection

General osm

General electron microscopy

General microscopy

General fasta

General floods

General computer security

General regulatory

General marine navigation

General ml pipelines

Task time series forecasting

General deeplearning

General wine quality prediction

General streamlit

Task chatbot

General data visualization

Integration arxiv

General reproducibility-challenge

General medical

General artificial-intelligence

General dagshub

General genelab

General civic

Task semantic segmentation

General digital preservation

General data analytics

General market data

Task denoising

General xgboost

General predictive analysis

General smd ai

Task text generation

General demographics

General traffic

General mers

General us-dc

General random forests

General fast5

Integration github

General copyright monitoring

General metagenomics

General long read sequencing

General short read sequencing

General bathymetry

General digital forensics

General broadband

General metadata

Integration label studio

General genome wide association study

General blockchain

General amino acid

General government records

General sars

General survey

General nifti

General commerce

General regression

General seismology

General computer forensics

General molecular docking

General epigenomics

General fluorescence imaging

Task language modelling

Task sentiment analysis

General llms

General kaggle

General economics

General rag

Task text classification

General transformers

General healthcare

General text analysis

General segmentation

General datamanipulation

General electrophysiology

General kidney

General deployment

General projects

General data cleaning

General research

General music

General network traffic

General events

Framework huggingface transformers

General x-ray tomography

General predictive modelling

Task music information retrieval

General data analysis

General test

Task speech recognition

General complaints

General github actions

General source code

Task medical image segmentation

General cloud computing

General speech processing

General covid

Task text-to-image generation

General cars

General ensemble learning

General forecast

General education

General movies

Data Domain graph

General bitcoin

General intrusion detection

General sklearn

General wildlife

General space biology

General txt

General mining software repositories

General data

General free software

General trading

General computational fluid dynamics

General openfold

General data assimilation

General cover song identification

Task question answering

General vep

General flask

General live song identification

General workload analysis

General detection

General speaker identification

General cram

General emotion

General art

General variant annotation

General msa

General turbulence

General pediatric

General molecular dynamics

General hydrography

General science

General loftee

General low-pressure turbine

General structural variation

Task face recognition

General seafloor

General tertiary analysis

General near-surface air temperature

General sqlite

General mixed file dataset

General national archives catalog

Task audio classification

General netcdf

General prediction

General marine mammals

General green aviation

General scholarly communication

General geothermal

General media

General organelle

General finance

General music features dataset

General industrial

General csi

General simulations

General microbiome

General xml

General histopathology

General whole exome sequencing

General ai personal assistant

General history

General privacy

General protein folding

General enzyme

General pandas

General marine

General pharmaceutical

General hiring

General museum

Task active learning

General high-throughput imaging

General hpc

General cell painting

General japanese

General datascience

General datacenter

General cmip5

General structural biology

General ransomware

General meta learning

General foldingathome

General autism spectrum disorder

General virus

General culture

General tiles

General fewshot

General geophysics

General mining

General acoustics

General cmip6

General fisheries

Data Domain reinforcement learning

General space weather

General precipitation

General ukraine

General benchmark

General alchemical free energy calculations

Task activity recognition

General malware

General keras

Task recommendation systems

General alphafold

General near-surface specific humidity

General timho

General radiation

General recombination maps

General 1950 census

General automatic speech recognition

General cultural preservation

General disease

General protein template

General matplotlib

General pipeline

General gans

General ai voice clone app

Task object classification

Task named entity recognition

General text

General aws

Task sequence-to-sequence language modeling

General coco

General python library

General monitoring

General hebrew

General elasticnet

General dagshub as a my favourite data science tool

General snowflake

General analysis

Task image generation

General ml deployment

General linear regression

General generative ai

General ai planning

General eda

General price prediction

General credit card

General x-ray

Framework pycaret

General mnist

General huggingface

General wine

General price

General end to end

General sports

Task depth estimation

General ai mlops

General data pipelines

General autoencoder

General image

Task explainable artificial intelligence

Task text summarization

Task image captioning

General spider

General customer churn

General labelling

General transactional data

General bot

Task automl

General toy

Task reading comprehension

General docker

General catboost

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 java

General ai voice assistant

General npc

General vector embeddings

General banking

General vector database

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 medical classification

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

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 medical image classification

General chest x-ray

General credit card defaulter prediction

General web

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 medical terminology

General zomato

General quantitative

Task music generation

General api

General computing

General apple

General designing

General malware detection

Task covid- diagnosis

General kyc

General smiles

General agents

General coronary plaque analysis

General baseline

General lora

General suicide rates analysis

Task 3d pose estimation

General happy

General seo

General mode

General instruct chatgpt

General epu index

General forest

General fdffwfwf

General bark voice cloning

General trip

General neural search

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

General academic

Task colorization

General cps

General food

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 bug

General script

General jitter click test

General oracle

General agent

General spam-classifier

General tarantula

General olympics

General extract mfccs

General gemini

General trial

Task machine reading comprehension

General dataframe

General precious stones

General wav

General minecraft shapes

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

Task dimensionality reduction

General http traffic data

General stroke prediction

General document image

General text-to-video

General fast

Task word embeddings

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 shap

General argument

General 2022 data science related notes

General cracks and potholes

General alpaca

General clot

Task object counting

General covid19 vaccine

General msr

Integration jenkins

General triplet loss

General histological segmentation

General generative design

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 illegal deforestation

General ctr

General payments

General food time delivery

General mongodb

General parser

General awesome list

General lungs

Task few-shot learning

General dsd

General tactical decision

General large language mode

Task domain adaptation

General cat

Task content-based image retrieval

General anaomaly detection

General omdena-milan chapter mirrored from github repo

General engineer

General engine

General classifier

General ai4 sustainable agri-food

General bank

General diabetes

Task face reconstruction

General telecom

General type

General discount

General dinosaurs

General recipe

General cell segmentation

General taxi fare prediction

Framework flax

General obesity

General sdsd

General titanic

Task biomedical information retrieval

Task meta-learning

General data review

General oci

General datellite imagery

General vaccine

General bark voice clone

General notes

General mosquito

Task face verification

General unit testing

General pytorch2

General javaml

General vessel segmentation

General skimage

General xyz analysis

Task sentence embeddings

General new upcoming data science projects for 2020

General sql

General inventory turnover

General eye

General short

General representation learning

Task image-to-image translation

General optimization

General gru

General ec2

General defaulter

Task sentence classification

Task generalized zero-shot learning

General disease classification

General voice enabled

General duckdb

General insect

General soup

General speech

General ai voice cloning

Framework langchain

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 understanding

General soccer

Task feature engineering

General iamges

General moez

General scientific documents

Task text-image retrieval

General security

General default customer

General tinyml

Task license plate recognition

General code review

Task music classification

General man naked on ice

General exp

Task object skeleton detection

General airflow

General dialogpt bot

General deno

General wealth

General fraud

General remote working file system

Task pose estimation

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

General search

Task speech enhancement

General ner

General yvual

General house

General mikrocontrollers

General heart disease predicton

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 weather impacts

General power bi

General prevention

General scorecard

General marketing analytics

General sea

General parkinson disease

General individuals

Task open information extraction

Task drug discovery

General bark

Task aesthetics quality assessment

General reels

Task autonomous driving

Task face model

General weights and biases

Task classification with binary weight network

General credit card default prediction

Task panoptic segmentation

General alzheimers

General jigsaw

General fitnes

General diffusion

Task natural language understanding

General bug localization

Task gesture recognition

General query

General detection of gaps

General mlpipelines

General nextjs

General abc analysis

General wordle

Task multi-label text classification

General optical coherence tomography

General similarity detection

Task time series analysis

General scw

Task object recognition

General alguae

General swiggy

General computer-aided design

General orchest

General healt

General assistant

General author dwaipayan chakroborti

General random sampling

Task clustering algorithms evaluation

General futbol

Task brain tumor segmentation

General ggs

General evaluation

General man is ugli

Task face detection

General dubai

General vascular tissue engineering

General its

General geb

General friendship

General cognitive control

General clustering

Task network intrusion detection

Task edge detection

General paper

General gradio

Task hand gesture recognition

General radiometric data

General tutorials

General open-cv

General action video games

General woman

General yolov8

General emoji

General imporoving logistics and optimizing routing

General triathlon

General data version control

General seaborg

Task pedestrian attribute recognition

General coding

General microcontroller

General marketing

General annotation

General modern portfolio theory

General interpretability

General captioning

General dagsub

General chest cancer

General ditmodel

General minecraft blocks

General pickle

General digital pathology

General seaborn

General fauna

Task remote sensing image classification

General corpus

General animals

Task document layout analysis

General giskard

General pytest

Task salient object detection

General preverified

General naive bayes

General notebook

General snails

General book

General contrastive loss

General images

General explainable ai

General naive-bayes

General game

General art generation

General vscode

General accidents

General skeleton

General patientss

Task network embedding

Task multi-task learning

General product webscraping on food systesms

General credit card risk

General 2023 data science collection repo

General pil

General flood prediction

General fashion images

General edema

General dynamic time warpping

General seagrass

General exercise videos

General documents

General singapore

General video-object-segmentatino

Framework jax

Task answer selection

General torchdata

General sdw

General lstm

General hyperspectral imaging

General image complexity

General tim ho

General insurance

Task fine-grained image classification

General hello-world

General liberia

General runners

Task link prediction

General ecr

General digital marketing

General production optimization

General car service

General movie

General fdfwsf

General first

General reviewer recommendation

Task table detection

General sometopic

General physics

General face shape classification for improving styling

General image caption

General challenge

Task homography estimation

Task motion capture

Task 3d instance segmentation

Task audio tagging

Task face swapping

Task cross-modal retrieval

Task unsupervised facial landmark detection

Task motion estimation

General newreposistory for to learning - how dagshub works

Task table-to-text generation

Task passage retrieval

Task conditional image generation

Task robust object detection

Task event extraction

Task age estimation

Task vehicle re-identification

Task multiple object tracking

Task adversarial defense

Task keypoint detection

Task multi-document summarization

Task 3d pose estimation using rgbd

Task image/document clustering

Task human robot interaction

Task document classification

Task multimodal sentiment analysis

Task weakly-supervised semantic segmentation

Task node clustering

Task scene understanding

Task task-oriented dialogue systems

Task deepfake detection

Task virtual try-on

Task document summarization

Task acoustic scene classification

Task face presentation attack detection

Task text style transfer

Task intent classification

Task image cropping

Task keyword spotting

Task saliency prediction

Task imputation

Task binarization

Task traffic sign recognition

Task semantic correspondence

Task multi-label classification

Task scene classification

Task fine-grained visual categorization

Task atari games

Task cross-view image-to-image translation

Data Domain point cloud

Task weakly-supervised named entity recognition

Task object tracking

Task scene flow estimation

Task aspect-based sentiment analysis

Task visual place recognition

Task video prediction

Task person search

Task handwriting generation

Task deblurring

Task semi-supervised image classification

Task depth completion

Task lesion segmentation

Task topic models

Task entity linking

Task dialogue generation

Task paraphrase generation

Task depression detection

Task rgb salient object detection

Task tokenization

Task metric learning

Task synthetic-to-real translation

Task slot filling

Task optical flow estimation

Task fake news detection

Task hyperspectral image classification

Task head pose estimation

Task semi-supervised video object segmentation

Task zero-shot learning

Task music source separation

Task scientific results extraction

Task action classification

Task motion segmentation

Task opinion mining

Task action anticipation

Task multi-object tracking

Task network pruning

Task decision making

Task out-of-distribution detection

Task autonomous navigation

Task density estimation

Task 3d object recognition

Task jpeg artifact correction

Task video segmentation

Task music modeling

Task stance detection

Task activity detection

Task emotion recognition in conversation

Task disparity estimation

Task ssim

Task self-supervised learning

Task graph representation learning

Task community detection

Task node classification

Task sign language translation

Task facial landmark detection

Task optical character recognition

Task computed tomography (ct)

Task real-time semantic segmentation

Task contrastive learning

Task hand segmentation

Task hand pose estimation

Task spoken language understanding

Task event-based vision

Task math word problem solving

Task knowledge base question answering

Task 3d semantic segmentation

Task saliency detection

Task mathematical question answering

Task 3d absolute human pose estimation

Task visual object tracking

Task action quality assessment

Task video frame interpolation

Task video summarization

Task visual navigation

Task unsupervised object segmentation

Task chinese named entity recognition

Task knowledge graphs

Task rectification

Task 3d multi-object tracking

Task retinal vessel segmentation

Task egocentric activity recognition

Task 3d face animation

Task dense video captioning

Task novel view synthesis

Task genre classification

Task bayesian inference

Task feature selection

Task image stitching

Task 3d shape reconstruction

Task open-domain question answering

Task morphological analysis

Task stereo matching

Task trajectory forecasting

Task crowd counting

Task patch matching

Task music transcription

Task image retrieval

Task visual reasoning

Task sound event detection

Task temporal action localization

Task 3d object tracking

Task partial domain adaptation

Task cross-lingual question answering

Task sign language recognition

Task constituency parsing

Task super-resolution

Task weakly supervised object detection

Task continuous control

Task lane detection

Task structure from motion

Task multimodal unsupervised image-to-image translation

Task sarcasm detection

Task referring expression segmentation

Task abstractive text summarization

Task 3d pose estimation using rgb

Integration new relic

Task 3d action recognition

Task multi-person pose estimation

Task skeleton based action recognition

Task long-tail learning

Task program repair

Task multivariate time series forecasting

Task color image denoising

Task code generation

Task automatic post-editing

Task robot navigation

Task visual dialog

Task low-light image enhancement

Task video retrieval

Task online multi-object tracking

Task scene text

Task small data image classification

Task speech separation

Task face alignment

Framework spacy

Task audio generation

Task facial expression recognition

Task video recognition

Task video understanding

Task scene text detection

Task image compression

Task conversational response selection

Task change point detection

Task hate speech detection

Task region proposal

Task fact verification

Task real-time strategy games

Task 3d shape representation

Task common sense reasoning

Task quantization

Task video captioning

Task point cloud registration

Task clique prediction

Task trajectory prediction

Task continual learning

Task latent variable models

Task semantic similarity

Task image super-resolution

Task unsupervised domain adaptation

Task keyword extraction

Task multimodal activity recognition

Task vision and language navigation

Task human detection

Task graph classification

Task probabilistic deep learning

Task action recognition in videos

Task entity typing

Task cross-lingual ner

Task scene graph detection

Task graph matching

Task 3d multi-person pose estimation

Task image registration

Task video-based person re-identification

Task graph embedding

Task offline rl

Task multi-agent reinforcement learning

Task unsupervised machine translation

Task few-shot image classification

Task video description

Task 3d reconstruction

Task dictionary learning

Task stereo matching hand

Task human action generation

Task fact checking

Task transliteration

Task eye tracking

Task multi-future trajectory prediction

Task discourse parsing

Task video generation

Task compositional zero-shot learning

Task automated theorem proving

Task interactive segmentation

Task emotion classification

Task paraphrase identification

Task vision-language navigation

Task natural language inference

Task whole slide images

Task video reconstruction

Task 3d hand pose estimation

Task single image dehazing

Task speaker diarization

Task graph clustering

Task relational reasoning

Task human-object interaction detection

Task semantic role labeling

Task defect detection

Task language identification

Task bias detection

Task kg-to-text generation

Task coreference resolution

Task video object detection

Task lipreading

Task scene text recognition

Task action unit detection

Task semantic parsing

Task misinformation

Task abnormal event detection in video

Task feature importance

Task video classification

Task human part segmentation

Task general reinforcement learning

Task chinese reading comprehension

Task stochastic optimization

Task robotic grasping

Task action localization

Task grammatical error correction

Task grasp contact prediction

Task relation classification

Task motion prediction

Task visual odometry

Task entity disambiguation

Task adversarial attack

Task video inpainting

Task action recognition

Task fine-grained visual recognition

Task image dehazing

Task relation extraction

Task person re-identification

Task color constancy

Task action spotting

Task monocular depth estimation

Task image denoising

Task product recommendation

Task causal inference

Task self-driving cars

Integration gitlab

Task scene recognition

Task 3d object detection

Task knowledge graph completion

Task image enhancement

Task image matting

Task starcraft

Task joint entity and relation extraction

Task semantic textual similarity

Task click-through rate prediction

Task document ranking

Task community question answering

Task graph generation

Task monocular 3d object detection

Task instance segmentation

Task image inpainting

Task object localization

Task scene generation

Task weather forecasting

Task video semantic segmentation

Task speech synthesis

Task code search

Task text-to-sql

Task dialogue understanding

Task scene segmentation

Task curriculum learning

Task line segment detection

Task anomaly detection in surveillance videos

Task one-shot learning

Task nested named entity recognition

Task simultaneous localization and mapping

Task sketch-based image retrieval

Task self-supervised action recognition

Task multi-class classification

Task handwriting recognition

Task imitation learning

Task abusive language

Task video salient object detection

Task structured prediction

Task question generation

Task chunking

Task unsupervised anomaly detection

Task 3d human reconstruction

Framework tf lite

Task fairness

Task text simplification

Task outlier detection

Task graph regression

Task 3d point cloud classification

Task goal-oriented dialog

Task dialogue state tracking

Integration google cloud storage

Task source code summarization

Task lexical entailment

Task emotion recognition

Task weakly supervised action localization

Task eeg

Task image restoration

Task action segmentation

Task animal pose estimation

Task multimodal machine translation

Task word sense disambiguation

Task image clustering

Task video super-resolution

Task action detection

Task part-of-speech tagging

Task multiple instance learning

Task unsupervised image classification

Task data-to-text generation

Task visual localization

Task colorectal polyps characterization

Task image quality assessment

Task incremental learning

Task gaze estimation

Task tumor segmentation

Task matrix completion

Task intent detection

Task core set discovery

Task gaussian processes

Task unsupervised video object segmentation

Task abuse detection

Task dense pixel correspondence estimation

Task lesion classification

Task variational inference

Task face anti-spoofing

Task video question answering

Integration s3 compatible storage

Task compressive sensing

Task cross-lingual transfer

Task dependency parsing

Task boundary detection

Task sentence embedding

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  CML with Jenkins in DagsHub
Topics to Cover:
Jenkins Local Setup
Standard Jenkins pipeline for CI
Steps to incorporate DVC pipeline with CI Pipeline
Enhanced PR review process with Jenkins + Dagshub integration
Using Jenkins for your remote training

Problems to be addressed by CML:
Collaboration in DS mainly needs experiment comparison, over other checks like
Code changes check
Tests, linting
Build passing

Most often we may not be able to execute experiments in our local machine, because
Reourse contraints: CPU. GPU, Memory, Network
Time contraint (few models may need days of training)
Also we would like to automate the process to reduce errors


Background
DVC is a great tool to have in our arsenal to deine
Version Data, models
Define DS end-to-end pipeline
Track experiments
Compare experiments

Jenkins is an open source generic CI/CD pipeline

Solution
Running tests and linting
Check if dvc.lock file is upto date
Check if all the artifacts are pused to dvc shared remote
Execute experiment on behalf of the user
Automation of remote training

Tip!

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