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

Data Domain tabular

General oceans

Task image classification

General python

Integration dvc

General mapping

General coastal

General whole genome sequencing

Framework tensorflow

General data science

General biodiversity

General atmosphere

General covid-19

General cog

General elevation

General strides

General neuroscience

General global

General lidar

General open source software

General coronavirus

General neuroimaging

General cities

Integration git

General ecosystems

General water

General climate model

Framework pytorch

General csv

General neurobiology

General aerial imagery

Task object detection

General archives

General land

General astronomy

General machine learning project

General air quality

General transcriptomics

General urban

General data science project

General analytics

General food security

General bam

General energy

General parquet

General internet

General gps

Framework scikit-learn

General continuously operating reference station - cors

General homo sapiens

General conservation

General tutorial

General cell imaging

General fastq

General cell biology

Data Domain 3d model

General encyclopedic

General stac

General medicine

General broadcast ephemeris

General gnss

General census

General earthquakes

General gene expression

General chemistry

General nara

General infrastructure

General robotics

General json

General cyber security

General solar

General biotech blueprint

General magnetic resonance imaging

General signal processing

General statistics

General demography

General labeled

General mlflow-serving

Data Domain medical imaging

General cnn

General protein

General molecule

General ice

Task autonomous vehicles

General reference index

Task machine translation

General vcf

Task vision

General neural network

General llm

General mus musculus

General genetic maps

General 1940 census

General transportation

General financial markets

General chemical biology

Task information retrieval

General multimedia

General geoscience

General video

General neurophysiology

General marine navigation

General osm

General microscopy

General computer security

General planetary

General electron microscopy

General floods

General biomolecular modeling

General regulatory

General population genetics

General fasta

General population

General deeplearning

Task time series forecasting

Task anomaly detection

General ml pipelines

General streamlit

General data visualization

General wine quality prediction

Task chatbot

General dagshub

General artificial-intelligence

General medical

General reproducibility-challenge

Integration arxiv

General data analytics

Task text generation

General predictive analysis

General market data

General xgboost

General digital preservation

General genelab

General smd ai

Task semantic segmentation

Task denoising

General civic

General blockchain

General regression

General us-dc

General molecular docking

General metadata

General traffic

General survey

General sars

General fluorescence imaging

General fast5

Integration github

General nifti

General digital forensics

General epigenomics

General metagenomics

General broadband

General amino acid

General random forests

General genome wide association study

General demographics

General long read sequencing

General copyright monitoring

Integration label studio

General seismology

General mers

General commerce

General computer forensics

General short read sequencing

General government records

General bathymetry

General healthcare

Task sentiment analysis

General rag

Task language modelling

General text analysis

Task text classification

General economics

General transformers

General kaggle

General segmentation

General llms

General music

General electrophysiology

General events

General datamanipulation

General research

General network traffic

General data cleaning

General projects

Framework huggingface transformers

General kidney

General x-ray tomography

General txt

General intrusion detection

General data

Task speech recognition

General predictive modelling

General space biology

General free software

General forecast

General speech processing

General data analysis

Task text-to-image generation

General complaints

General source code

General education

General trading

General sklearn

General deployment

General wildlife

General movies

General covid

Task medical image segmentation

General mining software repositories

General ensemble learning

General test

Task music information retrieval

General github actions

Data Domain graph

General cars

General cloud computing

General microbiome

General csi

General near-surface air temperature

General cmip6

General variant annotation

General industrial

General japanese

General national archives catalog

General benchmark

General structural biology

General datascience

General msa

Data Domain reinforcement learning

General netcdf

General high-throughput imaging

General hydrography

General cell painting

Task audio classification

General space weather

General hpc

General mixed file dataset

General protein folding

General music features dataset

General museum

General ransomware

General alphafold

General green aviation

General marine

General 1950 census

General timho

General cram

General geophysics

General tertiary analysis

General meta learning

General detection

General speaker identification

General openfold

General flask

Task active learning

General workload analysis

General precipitation

General structural variation

Task activity recognition

General datacenter

General pediatric

General whole exome sequencing

General keras

General art

General pharmaceutical

General live song identification

General prediction

General cmip5

General low-pressure turbine

General sqlite

Task recommendation systems

General autism spectrum disorder

General pandas

General geothermal

General scholarly communication

General virus

General data assimilation

General culture

General alchemical free energy calculations

General cover song identification

General simulations

General mining

General media

General marine mammals

General finance

Task question answering

General history

General turbulence

General automatic speech recognition

General hiring

General molecular dynamics

General near-surface specific humidity

Task face recognition

General seafloor

General radiation

General loftee

General bitcoin

General fisheries

General recombination maps

General ukraine

General acoustics

General emotion

General xml

General malware

General computational fluid dynamics

General cultural preservation

General protein template

General vep

General fewshot

General tiles

General histopathology

General science

General privacy

General ai personal assistant

General foldingathome

General enzyme

General organelle

General wine

General image

Task depth estimation

General generative ai

Task object classification

General ai planning

General coco

Framework pycaret

General data pipelines

Task explainable artificial intelligence

General ai voice clone app

General elasticnet

General analysis

Task text summarization

Task sequence-to-sequence language modeling

General snowflake

General matplotlib

General huggingface

General x-ray

General gans

General mnist

Task image captioning

General price

General credit card

General autoencoder

General ai mlops

General dagshub as a my favourite data science tool

General disease

Task named entity recognition

Task image generation

General text

General linear regression

General pipeline

General hebrew

General price prediction

General end to end

General monitoring

General aws

General python library

General sports

General eda

General fire

General heroku

General cml

Task classification with binary neural network

Task zero-shot object detection

General llama2

General example

Task food recognition

General toy

General aiops

General version control

Task 3d human pose estimation

General gradient boosting

General annotations

General spider

General nltk

Task time series

General malaria

General instruction following

General news

General python pakage

General master

Task pedestrian detection

Task federated learning

General java

General data mining

General quantitative

General ai voice assistant

General codepeak

Task text-to-speech synthesis

Integration bitbucket

General zomato

General customer churn

General customer sentiment analysis

Task reading comprehension

General npc

General continuous integration

Task text matching

General bento ml

General docker

General web

General vector embeddings

General medical terminology

General credit card defaulter prediction

General transactional data

General api

General catboost

General banking

General vector database

General chest x-ray

Task video object segmentation

General julia

General medical image classification

General noaa cors network - ncn

General bot

General loan application

Framework ultralytics yolo

General ml deployment

General numpy

General convolutional neural network

General evidently

General mri

Task music generation

Task real-time object detection

General chatgpt plugins

General mammography

General vector embedding database

General chest cancer predition

Task object detection in aerial images

General database

General labelling

General chapter 1

General bias

General social good

General gender debiasing

General colab

General modular coding

General jupyter notebook

General medical classification

Task automl

General fastai

General machine

General numeric arrays

Task minecraft

General unet

General mlops zoomcamp

General chat llama

General its

General weather impacts

General fitnes

General gru

Task meta-learning

General script

General epu index

General notebook

General naive bayes

General pytest

General giskard

General seaborn

General ditmodel

General interpretability

General seaborg

General data version control

General emoji

General radiometric data

General paper

General cognitive control

General geb

General evaluation

Task clustering algorithms evaluation

General assistant

General swiggy

General alguae

Task object recognition

General scw

Task time series analysis

General optical coherence tomography

General nextjs

Task gesture recognition

General bug localization

General credit card default prediction

General bark

General individuals

General sea

Task face sketch synthesis

General siamese network

General fastapi

Task scientific document summarization

Task transfer learning

General devices

General development

General ner

General the blogger

General chexnet

General number recognition

Task object skeleton detection

General man naked on ice

Task license plate recognition

General tinyml

Task text-image retrieval

General scientific documents

General understanding

General chest disease

General ai voice cloning

General disease classification

General short

General xyz analysis

General vessel segmentation

General pytorch2

General unit testing

General notes

General bark voice clone

General datellite imagery

General titanic

General obesity

General cell segmentation

General telecom

General engineer

General awesome list

General mongodb

General illegal deforestation

Task data augmentation

General vsdvsdvsdvssf

General finite element method

General histological segmentation

Task object counting

General cracks and potholes

General 2022 data science related notes

Task face identification

General portfolio

General minecraft circle generator

General http traffic data

Task dimensionality reduction

Task face reenactment

General semantic search

General project

General shopping

Task learning-to-rank

General trial

General oracle

General bug

General books

Task rgb-d salient object detection

Task domain generalization

General visualization

General asv

Task colorization

General academic

Task news classification

General fdffwfwf

General forest

General seo

General forecasting

General lora

General baseline

General coronary plaque analysis

General smiles

General kyc

General face shape classification for improving styling

General reviewer recommendation

General movie

General car service

General digital marketing

General liberia

General insurance

Task answer selection

General singapore

General documents

General flood prediction

General 2023 data science collection repo

General product webscraping on food systesms

General accidents

General art generation

General naive-bayes

General game

General vscode

General skeleton

Task network embedding

General credit card risk

General pil

General fashion images

General edema

General dynamic time warpping

General seagrass

General exercise videos

General video-object-segmentatino

Framework jax

General torchdata

General sdw

General lstm

General hyperspectral imaging

General image complexity

General tim ho

Task fine-grained image classification

General hello-world

General runners

Task link prediction

General ecr

General production optimization

General fdfwsf

General first

Task table detection

General sometopic

General challenge

General apple

General designing

General malware detection

Task covid- diagnosis

General agents

General suicide rates analysis

Task 3d pose estimation

General happy

General mode

General instruct chatgpt

General bark voice cloning

General trip

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 cps

General beginner

General chatgpt

General data streaming

Task style transfer

General jitter click test

General spam-classifier

General tarantula

General olympics

General extract mfccs

General gemini

Task machine reading comprehension

General dataframe

General precious stones

General wav

General minecraft shapes

General kagle

General churn

General webapps

General man is nervous

General azure

General tasks

General manipu

General africa

General albumentations

General computing

General stroke prediction

General document image

General text-to-video

Task word embeddings

General violence detection

Task audio source separation

General best pune escorts

General heart valve prosthesis

General shap

General argument

General alpaca

General clot

General covid19 vaccine

General msr

Integration jenkins

General triplet loss

General generative design

General sad

General time prediction

General get data

General html

General cloud

General quack

General credit-risk

General plant

General adsadad asdsadsa -dsadsadsadasdasdasdasdasd

General ctr

General payments

General food time delivery

General parser

General lungs

Task few-shot learning

General dsd

General large language mode

Task domain adaptation

Task content-based image retrieval

General anaomaly detection

General omdena-milan chapter mirrored from github repo

General classifier

General ai4 sustainable agri-food

General bank

General diabetes

Task face reconstruction

General type

General discount

General dinosaurs

General recipe

General taxi fare prediction

Framework flax

General sdsd

Task biomedical information retrieval

General data review

General vaccine

General mosquito

Task face verification

General javaml

General skimage

Task sentence embeddings

General new upcoming data science projects for 2020

General inventory turnover

General eye

General representation learning

Task image-to-image translation

General optimization

General ec2

General defaulter

Task sentence classification

Task generalized zero-shot learning

General voice enabled

General duckdb

General insect

General soup

General speech

Framework langchain

Task visual tracking

General neutral

General video-object-segmentation

General object

Task neural architecture search

General language

General cybersecurity

General mouse

General soccer

Task feature engineering

General security

General default customer

General code review

General exp

General airflow

General deno

General wealth

General fraud

General remote working file system

Task pose estimation

General pune escorts services

General openai

General data extraction of deed of trust

General image to audio

Task speech enhancement

General yvual

General house

General mikrocontrollers

General gis data

General gaming

General vls

General phitoplankton

General tumo

General women

General dental

General integration

General power bi

General prevention

General scorecard

General marketing analytics

Task drug discovery

Task aesthetics quality assessment

General reels

Task autonomous driving

Task face model

Task classification with binary weight network

Task panoptic segmentation

General alzheimers

General jigsaw

General diffusion

Task natural language understanding

General query

General detection of gaps

General mlpipelines

General wordle

Task multi-label text classification

General similarity detection

General computer-aided design

General orchest

General healt

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 vascular tissue engineering

General friendship

General clustering

Task network intrusion detection

Task edge detection

General gradio

Task hand gesture recognition

General tutorials

General open-cv

General action video games

General yolov8

General imporoving logistics and optimizing routing

General triathlon

Task pedestrian attribute recognition

General coding

General microcontroller

General marketing

General modern portfolio theory

General dagsub

General chest cancer

General minecraft blocks

General pickle

General digital pathology

General fauna

Task remote sensing image classification

General animals

Task document layout analysis

Task salient object detection

General preverified

General snails

General book

General contrastive loss

General explainable ai

Task multi-task learning

General physics

General neural search

General food

General agent

General tactical decision

General cat

General engine

General oci

General sql

General moez

Task music classification

General dialogpt bot

General search

General parkinson disease

Task open information extraction

General weights and biases

General abc analysis

General corpus

Task event extraction

Task semantic correspondence

Task part-of-speech tagging

Task anomaly detection in surveillance videos

Task sketch-based image retrieval

Task robust object detection

Task cross-view image-to-image translation

General newreposistory for to learning - how dagshub works

Task visual place recognition

Task person search

Task deblurring

Task semi-supervised image classification

Task audio tagging

Task imitation learning

Task metric learning

Task clique prediction

Task semantic similarity

Task hyperspectral image classification

Task homography estimation

Task weakly supervised action localization

Task real-time strategy games

Task motion segmentation

Task multimodal machine translation

Task document ranking

Task face alignment

Task emotion recognition in conversation

Task tumor segmentation

Task multi-label classification

Task real-time semantic segmentation

Task semantic role labeling

Task spoken language understanding

Task vision-language navigation

Task open-domain question answering

Task image compression

Task mathematical question answering

Task 3d absolute human pose estimation

Task visual object tracking

Task dense pixel correspondence estimation

Task video frame interpolation

Task visual navigation

Task discourse parsing

Task cross-lingual transfer

Task knowledge graphs

Task unsupervised anomaly detection

Task scene text detection

Task speech separation

Task genre classification

Task word sense disambiguation

Task sarcasm detection

Task crowd counting

Task semantic textual similarity

Task multi-document summarization

Task 3d object tracking

Task keyword spotting

Task video captioning

Task matrix completion

Task continuous control

Task out-of-distribution detection

Task 3d pose estimation using rgb

Task image matting

Task multi-person pose estimation

Task sign language translation

Task multivariate time series forecasting

Task video super-resolution

Task action recognition

Task low-light image enhancement

Task video retrieval

Task colorectal polyps characterization

Task fine-grained visual categorization

Task data-to-text generation

Task audio generation

Task face swapping

Task video recognition

Task cross-modal retrieval

Task multimodal sentiment analysis

Task unsupervised facial landmark detection

Task region proposal

Task fact verification

Task table-to-text generation

Task conditional image generation

Task scene classification

Task keypoint detection

Task image/document clustering

Task continual learning

Task image super-resolution

Task hand segmentation

Task keyword extraction

Task weakly-supervised semantic segmentation

Task 3d object detection

Task acoustic scene classification

Task video-based person re-identification

Task text style transfer

Task weakly-supervised named entity recognition

Task video prediction

Task fact checking

Task source code summarization

Task multi-future trajectory prediction

Task lesion segmentation

Task automated theorem proving

Task topic models

Task rectification

Task natural language inference

Task atari games

Task synthetic-to-real translation

Task dialogue generation

Task slot filling

Task scientific results extraction

Task activity detection

Task language identification

Task coreference resolution

Task sign language recognition

Task lipreading

Task action unit detection

Task opinion mining

Task multi-object tracking

Task graph representation learning

Task 3d pose estimation using rgbd

Task autonomous navigation

Task grammatical error correction

Task density estimation

Task chinese named entity recognition

Framework spacy

Task stance detection

Task disparity estimation

Task self-supervised learning

Task event-based vision

Integration new relic

Task self-driving cars

Integration gitlab

Task entity linking

Task video summarization

Task transliteration

Task cross-lingual ner

Task click-through rate prediction

Task facial expression recognition

Task math word problem solving

Task bayesian inference

Task image inpainting

Task image stitching

Task music transcription

Task temporal action localization

Task constituency parsing

Task 3d action recognition

Task program repair

Task one-shot learning

Task video reconstruction

Task visual dialog

Task multi-class classification

Task conversational response selection

Task trajectory prediction

Task question generation

Task causal inference

Task latent variable models

Task visual odometry

Task graph regression

Task quantization

Task entity typing

Task human detection

Task dictionary learning

Task stereo matching hand

Task eye tracking

Task speaker diarization

Task image enhancement

Task defect detection

Task multiple instance learning

Task emotion classification

Task bias detection

Task knowledge base question answering

Task unsupervised image classification

Task kg-to-text generation

Task graph clustering

Task outlier detection

Task scene text recognition

Task semantic parsing

Task scene recognition

Task action detection

Task text-to-sql

Task sentence embedding

Task 3d instance segmentation

Task grasp contact prediction

Task entity disambiguation

Task vehicle re-identification

Task person re-identification

Task nested named entity recognition

Task color constancy

Task virtual try-on

Task video understanding

Task knowledge graph completion

Task intent detection

Task monocular 3d object detection

Task code search

Task scene segmentation

Task paraphrase generation

Task curriculum learning

Task self-supervised action recognition

Task abusive language

Task network pruning

Task structured prediction

Task goal-oriented dialog

Task action recognition in videos

Task lexical entailment

Task probabilistic deep learning

Task scene graph detection

Task graph matching

Task 3d multi-person pose estimation

Task image registration

Task emotion recognition

Task core set discovery

Task offline rl

Task vision and language navigation

Task unsupervised machine translation

Task few-shot image classification

Task multimodal activity recognition

Task 3d reconstruction

Task hate speech detection

Task change point detection

Task human action generation

Task common sense reasoning

Task lesion classification

Task small data image classification

Task scene text

Task online multi-object tracking

Task video generation

Task image restoration

Task gaze estimation

Task interactive segmentation

Task imputation

Task paraphrase identification

Task retinal vessel segmentation

Task code generation

Task whole slide images

Task face anti-spoofing

Task 3d hand pose estimation

Task color image denoising

Task abstractive text summarization

Task animal pose estimation

Task scene flow estimation

Task referring expression segmentation

Task multimodal unsupervised image-to-image translation

Task structure from motion

Task sound event detection

Task lane detection

Task weakly supervised object detection

Task saliency prediction

Task head pose estimation

Task image quality assessment

Task cross-lingual question answering

Task automatic post-editing

Task visual reasoning

Task misinformation

Task abnormal event detection in video

Task compositional zero-shot learning

Task zero-shot learning

Task patch matching

Task general reinforcement learning

Task passage retrieval

Task stochastic optimization

Task ssim

Task action localization

Task action quality assessment

Task trajectory forecasting

Task relation classification

Task morphological analysis

Task multi-agent reinforcement learning

Task 3d shape reconstruction

Task adversarial attack

Task video inpainting

Task feature selection

Task fine-grained visual recognition

Task saliency detection

Task weather forecasting

Task novel view synthesis

Task dense video captioning

Task point cloud registration

Task monocular depth estimation

Task 3d face animation

Task product recommendation

Task unsupervised domain adaptation

Task 3d multi-object tracking

Task egocentric activity recognition

Task stereo matching

Task partial domain adaptation

Task 3d semantic segmentation

Task super-resolution

Task hand pose estimation

Task starcraft

Task joint entity and relation extraction

Task contrastive learning

Task computed tomography (ct)

Task robot navigation

Task multiple object tracking

Task graph generation

Task optical character recognition

Task 3d shape representation

Task single image dehazing

Task facial landmark detection

Task scene generation

Task graph classification

Task node classification

Task human-object interaction detection

Task community detection

Task fake news detection

Task dialogue understanding

Task music modeling

Task video segmentation

Task video object detection

Task video classification

Task jpeg artifact correction

Task human part segmentation

Task simultaneous localization and mapping

Task chinese reading comprehension

Task 3d object recognition

Task decision making

Task motion prediction

Task action anticipation

Task action classification

Task video salient object detection

Task music source separation

Task handwriting generation

Task chunking

Task optical flow estimation

Task 3d human reconstruction

Framework tf lite

Task semi-supervised video object segmentation

Task text simplification

Task tokenization

Task rgb salient object detection

Task 3d point cloud classification

Task depression detection

Task dialogue state tracking

Task image dehazing

Task depth completion

Task aspect-based sentiment analysis

Task object tracking

Data Domain point cloud

Task eeg

Task traffic sign recognition

Task action segmentation

Task relation extraction

Task action spotting

Task binarization

Task image clustering

Task image cropping

Task graph embedding

Task intent classification

Task video description

Task face presentation attack detection

Task relational reasoning

Task visual localization

Task image retrieval

Task document summarization

Task incremental learning

Task deepfake detection

Task object localization

Task feature importance

Task task-oriented dialogue systems

Task community question answering

Task gaussian processes

Task unsupervised video object segmentation

Task abuse detection

Task instance segmentation

Task unsupervised object segmentation

Task variational inference

Task scene understanding

Task video question answering

Integration s3 compatible storage

Task compressive sensing

Task video semantic segmentation

Task dependency parsing

Task boundary detection

Task robotic grasping

Task motion capture

Task image denoising

Task handwriting recognition

Task motion estimation

Task document classification

Task age estimation

Task skeleton based action recognition

Task adversarial defense

Task fairness

Integration google cloud storage

Task speech synthesis

Task node clustering

Task line segment detection

Task human robot interaction

Task long-tail learning

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

README.md

Initial commit

4 years ago

metrics.csv

Higher LR and batch size

4 years ago

mnist_trainer.py

Initial commit

4 years ago

params.yml

Higher LR and batch size

4 years ago

train.dvc

Unmark node as metric

4 years ago

You have to be logged in to leave a comment.

Hyperparameters as DVC dependency

This example how to set up your hyperparameter file as a DVC dependency of the training stage.
This means that you manually edit your params.yml file before training, then use dvc repro to run the training stage. In theory, this is the correct workflow with DVC.

The relevant files are:

mnist_trainer.py - the main script, defines the pytorch-lightning Trainer and connects it to the DAGsHubLogger.
params.yml - Hyperparameters to be used for the training run. To try an experiment with a different hyperparameter configurations, you should edit this file before running dvc repro.
This YAML format is supported by DAGsHub, for smart experiment comparison and display.
metrics.csv - Output metrics from the training stage.
This CSV format is supported by DAGsHub, for smart experiment comparison and display.
train.dvc - The DVC stage file.

Made with 🐶 by DAGsHub.

Tip!

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