Integration: dvc github git

Topics

Type dataset

General open-data-registry

Integration aws s3

General aws-pds

General sustainability

General earth observation

General agriculture

General geospatial

General life sciences

General climate

General genomic

General weather

General meteorological

General satellite imagery

General genetic

General biology

General environmental

General machine learning

Task disaster response

Data Domain computer vision

General bioinformatics

Type model

General natural resource

Data Domain audio

General imaging

General cancer

General natural language processing

General hacktoberfest

General deep learning

General oceans

General whole genome sequencing

General mapping

General coastal

General image processing

General biodiversity

General health

Data Domain nlp

General atmosphere

General elevation

General covid-19

General cog

General strides

Integration dvc

General neuroscience

General global

General cities

General coronavirus

General lidar

General neuroimaging

General open source software

Integration git

General ecosystems

General climate model

General water

General neurobiology

Task classification

General archives

General aerial imagery

General land

General transcriptomics

General air quality

General astronomy

Data Domain tabular

General csv

General urban

General energy

General food security

General internet

General bam

General parquet

General continuously operating reference station - cors

General gps

General homo sapiens

General conservation

General fastq

General analytics

General encyclopedic

General stac

General cell biology

General cell imaging

General broadcast ephemeris

General medicine

Data Domain 3d model

General gnss

Integration mlflow

General gene expression

General census

General nara

General solar

General json

General infrastructure

General robotics

General cyber security

General earthquakes

General chemistry

General biotech blueprint

Task object detection

General demography

General signal processing

Framework pytorch

Framework tensorflow

General labeled

Task autonomous vehicles

General tutorial

General ice

General reference index

General magnetic resonance imaging

General molecule

General protein

General vcf

General data science

Task image classification

General mus musculus

General python

General transportation

Task vision

General mlops

General genetic maps

General 1940 census

General multimedia

General planetary

General biomolecular modeling

General 洪水

General video

General neurophysiology

General regulatory

General microscopy

General 统计数据

General computer security

General marine navigation

General electron microscopy

General geoscience

General population genetics

General osm

General population

General chemical biology

Task information retrieval

General fasta

General civic

General digital preservation

General genelab

General reproducibility-challenge

General smd ai

Integration arxiv

Framework scikit-learn

General commerce

General survey

General broadband

General molecular docking

General demographics

General short read sequencing

Task denoising

General long read sequencing

General bathymetry

General nifti

General sars

General amino acid

General seismology

General government records

General market data

Task machine translation

General copyright monitoring

General blockchain

General digital forensics

General financial markets

General us-dc

General metadata

General computer forensics

General traffic

General epigenomics

General metagenomics

General fluorescence imaging

General genome wide association study

General fast5

General mers

Task anomaly detection

General datamanipulation

General music

General events

Task time series forecasting

Data Domain medical imaging

General ml pipelines

General electrophysiology

Task semantic segmentation

General xgboost

General free software

Integration github

General source code

General deeplearning

General research

General space biology

General complaints

General speech processing

Task music information retrieval

General covid

General high-throughput imaging

General segmentation

General mining software repositories

General virus

General culture

General cloud computing

General museum

General tiles

General cmip5

General autism spectrum disorder

General text analysis

General space weather

Task text classification

General molecular dynamics

General cram

General live song identification

General hiring

Data Domain graph

General malware

General music features dataset

General pediatric

General cultural preservation

General timho

General benchmark

General wildlife

General structural biology

General mixed file dataset

General datacenter

General msa

General pharmaceutical

General geophysics

General privacy

Task language modelling

General near-surface specific humidity

General data visualization

General economics

General near-surface air temperature

General recombination maps

Task activity recognition

General tertiary analysis

General xml

General structural variation

General geothermal

General x-ray tomography

General loftee

General vep

General emotion

General trading

General organelle

General national archives catalog

General ensemble learning

General radiation

General precipitation

General protein folding

General txt

General workload analysis

General seafloor

General openfold

General network traffic

General marine mammals

General microbiome

General computational fluid dynamics

General alchemical free energy calculations

General cover song identification

General 1950 census

General scholarly communication

General meta learning

General art

General data assimilation

General netcdf

General speaker identification

General protein template

General fisheries

Task sentiment analysis

General sqlite

General enzyme

General movies

General mining

General simulations

General alphafold

General automatic speech recognition

General turbulence

General industrial

General green aviation

General forecast

General marine

General data analytics

General media

General ukraine

General low-pressure turbine

General hydrography

General japanese

General hpc

General flask

General csi

General foldingathome

General cmip6

General fewshot

General bitcoin

General acoustics

General ransomware

General cell painting

General histopathology

General variant annotation

General data science project

General whole exome sequencing

General intrusion detection

General history

Task speech recognition

General kaggle

General education

General data cleaning

General data

Task 问题answering

General github actions

General random forests

General medical

General python library

Framework huggingface transformers

General mlflow-serving

Integration bitbucket

General artificial-intelligence

General cml

General julia

Task face recognition

Task text-to-image generation

General science

General streamlit

General bias

General snowflake

Task 3d human pose estimation

General mnist

Integration label studio

General fastai

General 连续的整数egration

General dagshub

General predictive analysis

General gradient boosting

Task reading comprehension

General x-ray

Task depth estimation

General noaa cors network - ncn

General data pipelines

General keras

Task object classification

General codepeak

General gans

Task real-time object detection

General bento ml

Task zero-shot object detection

General mammography

General python pakage

General projects

General sdsd

General dialogpt bot

General sad

General http traffic data

General numeric arrays

General pil

General cognitive control

General scorecard

Task face sketch synthesis

General data review

General titanic

Task text generation

General fdfwsf

General shap

General dsd

Task colorization

General scw

Task face identification

General wordle

Task sequence-to-sequence language modeling

General ai voice clone app

General instruction following

General heroku

Task 显著目标检测

General ai voice assistant

Task food recognition

General unet

General latent diffusion models

Task image generation

General ai personal assistant

General video-object-segmentation

General disease

General eda

Framework flax

General cnn

General asv

General preverified

General tactical decision

General catboost

General toy

General pune escorts services

Task video object segmentation

Task object counting

General pytorch2

General jitter click test

General neural network

General social good

General new upcoming data science projects for 2020

Task face reconstruction

Task face reenactment

General tim ho

Task transfer learning

General quantitative

General mouse

General video-object-segmentatino

General dynamic time warpping

General snails

Task fine-grained image classification

General 2023 data science collection repo

General ai planning

General tutorials

Task image-to-image translation

General neural search

General action video games

Task medical image segmentation

General machine

General nextjs

General corpus

Task domain adaptation

General medical terminology

General pytest

Task edge detection

General dataframe

General vector database

General alzheimers

General document image

General type

General orchest

General movie

Task text-to-speech synthesis

General discord

General vsdvsdvsdvssf

Task few-shot learning

Task feature engineering

General chatgpt plugins

General dagshub as a my favourite data science tool

General unit testing

General weather impacts

General olympics

General extract mfccs

General prevention

General covid19 vaccine

Task object recognition

Task automl

General seo

Task news classification

General production optimization

General azure

Task multi-label text classification

General huggingface

Task domain generalization

Task pose estimation

General animals

General gradio

General deployment

General number recognition

General fdffwfwf

Task visual tracking

General 2022 data science related notes

General awesome list

Task explainable artificial intelligence

General 核磁共振成像

General best pune escorts

General triathlon

General remote working file system

Data Domain reinforcement learning

General bot

General bark voice clone

General individuals

General happy

General chat llama

General colab

General vaccine

Task face verification

General skimage

General master

General bark voice cloning

General ai voice cloning

General singapore

General cps

General wdl

General instruct chatgpt

General test

General product webscraping on food systesms

General reviewer recommendation

Task autonomous driving

General sea

General vector embeddings

General ai4 sustainable agri-food

General adsadad asdsadsa -dsadsadsadasdasdasdasdasd

General imporoving logistics and optimizing routing

Task time series

Task natural language understanding

General obesity

General aws

General torchdata

General wav

Task 聊天机器人

General mlops zoomcamp

General moez

General code review

Task named entity recognition

General jigsaw

General food

Task object detection in aerial images

Framework jax

Task object skeleton detection

Task speech enhancement

General search

Task face model

General interpretability

Task face detection

General malware detection

General albumentations

General omdena-milan chapter mirrored from github repo

Integration jenkins

General neutral

General vector embedding database

General sdw

General baseline

General supermarket website scraping

General visualization

General africa

General transformers

Task table detection

Task active learning

General ditmodel

General engine

General semantic search

General nltk

General bark

General hebrew

General diabetes

General recipe

General fastapi

Task license plate recognition

General news

Task video super-resolution

Task text summarization

Task clustering algorithms evaluation

Task visual dialog

Integration google cloud storage

Task matrix completion

Task video semantic segmentation

Task line segment detection

Task vision-language navigation

Task relational reasoning

Task disparity estimation

Framework pycaret

Task 3d face animation

Task image clustering

Task 3d action recognition

Task panoptic segmentation

Task scene understanding

Task learning-to-rank

Task region proposal

Task robust object detection

Task hand gesture recognition

Task 3d absolute human pose estimation

Task stereo matching

Task aspect-based sentiment analysis

Task drug discovery

Task 3d instance segmentation

Task genre classification

Task single image dehazing

Task interactive segmentation

Task optical character recognition

Task weather forecasting

Task video description

Task fine-grained visual recognition

Task handwriting generation

Task video question answering

Task metric learning

Task audio classification

Task 3d semantic segmentation

Task sign language translation

Task image dehazing

Task unsupervised anomaly detection

Task image registration

Task unsupervised image classification

Task self-supervised learning

Task action recognition

Task text-to-sql

Task vehicle re-identification

Task video recognition

Task 3d shape representation

Task 3d shape reconstruction

Task hand pose estimation

Task image enhancement

Task image super-resolution

Task speech synthesis

Task out-of-distribution detection

Task scene graph detection

Task unsupervised facial landmark detection

Task passage retrieval

Task self-supervised action recognition

Task hand segmentation

Task action localization

Task object tracking

Task open-domain question answering

Task compressive sensing

Task pedestrian detection

Task quantization

Task image quality assessment

Task causal inference

Task incremental learning

Task 3d reconstruction

Task anomaly detection in surveillance videos

Task fake news detection

Task age estimation

Task network intrusion detection

Task probabilistic deep learning

Task stereo matching hand

Task language identification

Task dialogue state tracking

Task scene segmentation

Task image restoration

Task weakly supervised object detection

Task graph regression

Task multimodal sentiment analysis

Task imputation

Task neural architecture search

Task morphological analysis

Task paraphrase identification

Task video generation

Task graph generation

Task change point detection

Task scene text detection

Task motion capture

Task image compression

Task event-based vision

Task misinformation

Task 3d multi-person pose estimation

Task cross-lingual transfer

Task action detection

Task image matting

Task answer selection

Task word sense disambiguation

Task dimensionality reduction

Task brain tumor segmentation

Task face presentation attack detection

Task motion prediction

Task stance detection

Task image/document clustering

Task action anticipation

Task continuous control

Task chinese named entity recognition

Task table-to-text generation

Task outlier detection

Task entity typing

Task content-based image retrieval

Task graph embedding

Task multi-person pose estimation

Task image cropping

Task fairness

Framework spacy

Task relation classification

Task keypoint detection

Data Domain point cloud

Task abstractive text summarization

Task node classification

Task conversational response selection

Task super-resolution

Task imitation learning

Task face swapping

Task sentence classification

Task decision making

Task structure from motion

Task chinese reading comprehension

Task spoken language understanding

Task click-through rate prediction

Task tokenization

Task dialogue understanding

Task gaussian processes

Task face alignment

Task community question answering

Task fine-grained visual categorization

Task partial domain adaptation

Integration new relic

Task cross-modal retrieval

Task general reinforcement learning

Task 3d pose estimation using rgbd

Task slot filling

Task multi-future trajectory prediction

Task rectification

Task chunking

Task variational inference

Task human detection

Task video salient object detection

Task music modeling

Task text-image retrieval

Task dependency parsing

Task scene classification

Task cross-lingual question answering

Task transliteration

Task compositional zero-shot learning

Task text simplification

Task bayesian inference

Task autonomous navigation

Task graph clustering

Task 多智能体强化学习

Task action recognition in videos

Task monocular 3d object detection

Task node clustering

Task contrastive learning

Task lesion segmentation

Task music classification

Task ssim

Task network pruning

Task relation extraction

Task paraphrase generation

Task document ranking

Task word embeddings

Task keyword extraction

Task federated learning

Task synthetic-to-real translation

Task face anti-spoofing

Task program repair

Task discourse parsing

Task robotic grasping

Task image captioning

Task eeg

Task visual navigation

Task entity disambiguation

Task nested named entity recognition

Task semi-supervised video object segmentation

Framework tf lite

Task math word problem solving

Task weakly-supervised semantic segmentation

Task intent classification

Task data-to-text generation

Task long-tail learning

Task sign language recognition

Task event extraction

Task simultaneous localization and mapping

Task structured prediction

Task keyword spotting

Task jpeg artifact correction

Task covid- diagnosis

Task multi-class classification

Task action classification

Task image retrieval

Task zero-shot learning

Task style transfer

Task knowledge graph completion

Task speaker diarization

Task traffic sign recognition

Task self-driving cars

Task biomedical information retrieval

Task weakly-supervised named entity recognition

Task motion estimation

Task depth completion

Task real-time semantic segmentation

Task visual odometry

Task part-of-speech tagging

Task animal pose estimation

Task recommendation systems

Task semantic textual similarity

Task feature importance

Task scene recognition

Task 3d multi-object tracking

Task eye tracking

Task code search

Task question generation

Task video reconstruction

Task cross-lingual ner

Task facial expression recognition

Task semantic role labeling

Task data augmentation

Task visual question answering

Task video classification

Task community detection

Task video prediction

Task lesion classification

Task unsupervised domain adaptation

Task graph matching

Task low-light image enhancement

Task common sense reasoning

Task real-time strategy games

Task robot navigation

Task text style transfer

Task video-based person re-identification

Task graph classification

Task semantic correspondence

Task action spotting

Task machine reading comprehension

Task scientific document summarization

Task visual object tracking

Task weakly supervised action localization

Task graph representation learning

Task 3d point cloud classification

Task trajectory forecasting

Task color image denoising

Task multimodal activity recognition

Task adversarial attack

Task deepfake detection

Task head pose estimation

Task video captioning

Task knowledge base question answering

Task open information extraction

Task audio tagging

Task visual localization

Task continual learning

Task code generation

Task topic models

Task link prediction

Task abuse detection

Task constituency parsing

Task visual reasoning

Task 3d pose estimation using rgb

Task gaze estimation

Task lane detection

Task semantic parsing

Task scene text recognition

Task point cloud registration

Task time series analysis

Task music source separation

Task online multi-object tracking

Task emotion recognition in conversation

Task visual place recognition

Task saliency prediction

Task sarcasm detection

Task 3d human reconstruction

Task boundary detection

Task core set discovery

Task document layout analysis

Task classification with binary neural network

Task egocentric activity recognition

Task product recommendation

Task action quality assessment

Task unsupervised video object segmentation

Task sound event detection

Task source code summarization

Task 3d object recognition

Task speech separation

Task curriculum learning

Task 3d object tracking

Task audio source separation

Task abnormal event detection in video

Task object localization

Task scene flow estimation

Task video inpainting

Task multimodal unsupervised image-to-image translation

Task optical flow estimation

Task monocular depth estimation

Task multiple object tracking

Task temporal action localization

Task colorectal polyps characterization

Task document classification

Task dense video captioning

Task facial landmark detection

Task abusive language

Task multimodal machine translation

Task lexical entailment

Task patch matching

Task bias detection

Task activity detection

Task grasp contact prediction

Task automatic post-editing

Task dictionary learning

Task 遥感图像分类

Task video understanding

Task binarization

Task unsupervised object segmentation

Task classification with binary weight network

Task one-shot learning

Task deblurring

Task video frame interpolation

Task automated theorem proving

Task human action generation

Task retinal vessel segmentation

Task emotion recognition

Task scene text

Task feature selection

Task adversarial defense

Task depression detection

Task natural language inference

Task scientific results extraction

Task multi-label classification

Task fact verification

Task computed tomography (ct)

Task human part segmentation

Task homography estimation

Task image denoising

Task offline rl

Task 3d pose estimation

Task video object detection

Task goal-oriented dialog

Task handwriting recognition

Task referring expression segmentation

Task gesture recognition

Task person search

Task sketch-based image retrieval

Task semantic similarity

Task clique prediction

Task video segmentation

Task generalized zero-shot learning

Task multi-task learning

Task aesthetics quality assessment

Task human-object interaction detection

Task multivariate time series forecasting

Task sentence embedding

Task cross-view image-to-image translation

Task kg-to-text generation

Task rgb salient object detection

Task 人群计数

Task latent variable models

General newreposistory for to learning - how dagshub works

Task mathematical question answering

Task multiple instance learning

Task color constancy

Task instance segmentation

Task action unit detection

Task stochastic optimization

Task pedestrian attribute recognition

Task sentence embeddings

Task joint entity and relation extraction

Task motion segmentation

Task emotion classification

Task fact checking

Task saliency detection

Task few-shot image classification

Task dense pixel correspondence estimation

Task scene generation

Task grammatical error correction

Task minecraft

Task music transcription

Task hate speech detection

Task meta-learning

Task video retrieval

Task action segmentation

Task atari games

Integration s3 compatible storage

Task defect detection

Task conditional image generation

Task document summarization

Task coreference resolution

Task dialogue generation

Task skeleton based action recognition

Task trajectory prediction

Integration gitlab

Task network embedding

Task 3d object detection

Task density estimation

Task starcraft

Task tumor segmentation

Task image stitching

Task task-oriented dialogue systems

Task audio generation

Task rgb-d salient object detection

Task entity linking

Task lipreading

Task human robot interaction

Task small data image classification

Task music generation

Task semi-supervised image classification

Task hyperspectral image classification

Task text matching

Task person re-identification

Task knowledge graphs

Task novel view synthesis

Task intent detection

Task multi-object tracking

Task acoustic scene classification

Task 3d hand pose estimation

Task vision and language navigation

Task whole slide images

Task unsupervised machine translation

Task multi-document summarization

Task virtual try-on

Task opinion mining

Task video summarization

Task image inpainting

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workshop-uncool-mlops

:star: ->https://github.com/iterative/dvc
:star: ->https://github.com/iterative/dvclive
:star: ->https://github.com/iterative/cml
:star: ->https://github.com/huggingface/transformers

Before we start

Fork this repohttps://github.com/iterative/workshop-uncool-mlops
Cloneyour fork.
Intall:

$ python -m venv .venv $ source .venv/bin/activate $ python -m pip install --upgrade pip $ pip install wheel $ pip install -r requirements.txt

Create aGitHub personal access token

$ export GITHUB_TOKEN={YOUR_GITHUB_TOKEN}

Current status

Local Reproducibility

Workshop

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