Topics

Type dataset

General open-data-registry

Integration aws s3

General aws-pds

General machine learning

General sustainability

General mlops

General agriculture

General earth observation

General life sciences

General geospatial

Data Domain computer vision

Type model

General deep learning

General climate

Integration mlflow

General genomic

Task classification

General weather

General biology

General satellite imagery

General meteorological

General data science

General genetic

General environmental

General python

Task disaster response

General machine learning project

General bioinformatics

Data Domain audio

General hacktoberfest

General natural language processing

Data Domain nlp

General natural resource

Integration dvc

General imaging

Task image classification

General cancer

General health

General image processing

Framework tensorflow

Data Domain tabular

General data science project

Framework scikit-learn

General oceans

General hacktoberfest 2023

General mapping

General mlflow-serving

Task object detection

General coastal

Framework pytorch

General whole genome sequencing

Integration git

General biodiversity

General dagshub

General covid-19

General atmosphere

General elevation

General cog

General strides

General neuroscience

General csv

General water

General cities

General lidar

General llm

General open source software

General global

General neuroimaging

General coronavirus

General analytics

General ecosystems

General tutorial

General mlflow tracking

General ml pipelines

General climate model

General neurobiology

General aerial imagery

Data Domain medical imaging

General air quality

General artificial-intelligence

General land

General astronomy

General archives

General transcriptomics

General urban

General medicine

General mlfow

General cyber security

Integration github

General energy

General food security

General dvc pipeline

General regression

General gps

General parquet

General bam

General internet

General continuously operating reference station - cors

General mlflow with dagshbub

General healthcare

General cnn

General prediction

General conservation

General homo sapiens

Data Domain 3d model

General cell imaging

General fastq

General neural network

General encyclopedic

General cell biology

General financial markets

General stac

General wine quality prediction

General broadcast ephemeris

General census

General deeplearning

General json

General machine learning pipeline

General gnss

General nara

Task time series forecasting

General statistics

General robotics

General chemistry

General infrastructure

General earthquakes

General gene expression

General github actions

General pipeline

General data analytics

General solar

General llms

General medical

General signal processing

General labeled

General biotech blueprint

General protein

General magnetic resonance imaging

Task chatbot

General finance

Task sentiment analysis

General docker

Task anomaly detection

Task machine translation

General demography

Task vision

Framework ultralytics yolo

General random forests

General reference index

Task autonomous vehicles

General data visualization

General ice

General molecule

General deployment

General end to end

General vcf

General streamlit

General transportation

General computer security

General mus musculus

General network security

General mlops learn pipelines

General predictive analysis

General chemical biology

General datascience

General neurophysiology

General kidney

Task recommendation systems

Task information retrieval

General yolo

General generative ai

General genetic maps

General video

General geoscience

General multimedia

General floods

General 1940 census

General fasta

Framework huggingface transformers

General planetary

General population

General marine navigation

General regulatory

General population genetics

General detection

General biomolecular modeling

General electron microscopy

General xgboost

General osm

Task semantic segmentation

General microscopy

General transformers

General ai mlops

Task text generation

General test

General fastapi

General rag

Task medical image segmentation

Task active learning

General text analysis

Task denoising

General machine-learning

Task text classification

Integration arxiv

General reproducibility-challenge

General economics

General security

General segmentation

General smd ai

General flask

General research

General market data

General model tracking

General dagshub as a my favourite data science tool

General predictive modelling

General metadata

General wine

Integration label studio

General digital preservation

General experiment tracking

General mlops zoomcamp

Task classification with binary neural network

General aws

General civic

General genelab

General datamanipulation

General government records

General bathymetry

General sklearn

General fluorescence imaging

General digital forensics

General nifti

General time prediction

General sars

General fast5

Task audio classification

General metagenomics

General kaggle

General us-dc

General traffic

General aws deployment

General disease

General molecular docking

General long read sequencing

General projects

General computer forensics

General blockchain

General ml deployment

General genome wide association study

General seismology

General copyright monitoring

General yolov8

General epigenomics

General commerce

General amino acid

General demographics

General broadband

General network traffic

General mers

General disease classification

Task time series

General short read sequencing

Task language modelling

General survey

General education

General mlops-experiment-with-mlflow

General cloud computing

General medical image classification

General gis data

General data analysis

General mining software repositories

Task object classification

Data Domain graph

Data Domain reinforcement learning

General classifier

General convolutional neural network

General cars

General data version control

General keras

General deep-learning

General science

General machine learning engineer

Integration gitlab

General music

General girl

General linear regression

General data cleaning

General learning

General data

Task pose estimation

Framework pycaret

General forecast

General events

General data pipelines

General model training

General openai

General demo

General giskard

Task text-to-image generation

General source code

General ai personal assistant

General free software

General electrophysiology

General forecasting

General movies

General variant annotation

General credit card

General coco

General speech processing

General x-ray tomography

General assistant

General intrusion detection

General mining

General elasticnet

General agents

General ensemble learning

General monitoring

General complaints

Task music information retrieval

General mlop

General churn

General price

General cicd

General computational fluid dynamics

General end to end ml process

General loan application

General news

General space biology

Task speech recognition

General gans

General trading

General txt

General data sceince

General artificial intelligence

General pandas

General snowflake

General art

General bitcoin

General wildlife

General sports

General analysis

General python library

General version control

General covid

General protein template

Task image generation

Task face recognition

General emotion

General pharmaceutical

General eda

General openfold

General media

General scholarly communication

General heroku

General alphafold

General chest cancer predition

General enzyme

General cram

General tertiary analysis

General 1950 census

General api

General machine learning ops

Task news classification

General price prediction

General fewshot

General cell painting

Task named entity recognition

Task feature engineering

General network security on phishing data

General physics

General tiles

General python pakage

General evidently

General football

General low-pressure turbine

Task question answering

General green aviation

General alchemical free energy calculations

General organelle

General histopathology

General whole exome sequencing

General cultural preservation

General csi

General autoencoder

General molecular dynamics

General culture

General acoustics

General foldingathome

General protein folding

General history

General near-surface air temperature

General ukraine

General tracking

General workload analysis

General hiring

General html

General cybersecurity

General cmip6

Framework langchain

General seafloor

General speaker identification

General marine

General structural variation

General industrial

General netcdf

General live song identification

General modular coding

General meta learning

General hpc

General etl

General documents

General space weather

General cover song identification

General recombination maps

General benchmark

General ransomware

General images

General networksecurity

General music features dataset

General xml

General data assimilation

General virus

General datacenter

General turbulence

General colab

General timho

Task image captioning

General airflow

General near-surface specific humidity

General house

General radiation

General sqlite

General automatic speech recognition

General japanese

Task explainable artificial intelligence

Task transfer learning

General autism spectrum disorder

General high-throughput imaging

General geothermal

General simulations

General mixed file dataset

General msa

General vep

General structural biology

General precipitation

General museum

General hydrography

General microbiome

General fisheries

General marine mammals

General cmip5

General privacy

General geophysics

General pediatric

General national archives catalog

General annotations

General malware

General diabetes

General machine

Task activity recognition

General loftee

General ai planning

General customer churn

General mnist

Task graph classification

General text

General webapps

General yolov5

General bento ml

General clustering

General tutorials

General aiops

General model calibration

General fire

General x-ray

General study

Task causal inference

General labelling

General transactional data

General heart disease predicton

General gpt

Task automl

General generative-ai

General inference

Task graph representation learning

General medical classification

Task sequence-to-sequence language modeling

General iris-classifier

General development

Task super-resolution

General yolov11

General chest disease

Task depth estimation

General image classifier

General npc

Task object detection in aerial images

General banking

General lstm

General brain

General hebrew

Task text summarization

General mri

General credit card risk

General image

General jupyter notebook

General spam-classifier

General huggingface

General neural networks

General ai voice clone app

Task network intrusion detection

General gradient boosting

General plant

General chat llama

General sentiment-analysis

General ml pipeline

Integration s3 compatible storage

Task time series analysis

General pipelines

General fraud detection

General iamges

General ocr

General lungs

General fraud

General chest x-ray

General credit card defaulter prediction

General matplotlib

Task classification with binary weight network

General customer sentiment analysis

Task topic models

General telecom

Task zero-shot object detection

General zomato

General soccer

General numeric arrays

General kidney disease

General cracks and potholes

General malaria

General credit scorecard modelling

General quantitative

General ai voice assistant

General azure

Task code generation

General catboost

Task reading comprehension

General cancer prediction

Task emotion recognition

General genai

General unit testing

Task pedestrian detection

General idm crack

Task autonomous driving

General codepeak

General accidents

General lst

General tweets

General insurance

General idm crack download

General breast cancer

Task food recognition

General chatgpt plugins

Task real-time object detection

Task face model

General exercise videos

General credit finance fraud

Task visual question answering

General noaa cors network - ncn

General dvc pipline

General visualization

General vector database

General data mining

General bias

General crypto

General database

General vector embeddings

Task text matching

General image recognition

General hospitalization

General shopping

General gymnasium

Task object recognition

Task learning-to-rank

Task motion capture

General instruction following

Task federated learning

General mammography

Task link prediction

General supervized models

General advisor travel

General human computer interaction

General unet

General pytest

General first

General dagsub

General weather data

General idm 2025 keys

General bert model

Task minecraft

General abc analysis

General nextjs

General network security system

General obesity

General java

General julia

General scientific documents

General kidney tumor detection

General economy

General numpy

General example

Task fake news detection

Task deepfake detection

Task graph embedding

General gru

General web development

General continuous integration

General master

General training

General fine-tune

Integration bitbucket

General siamese network

General social good

General ai chatbot

General fastai

General kidney disease classification

General chest cancer classification

Task 3d pose estimation

General logistic regression

General evaluation

General chapter 1

General emotion detection

General annotation

General first repo

General sales

General mlpipelines

General phissing data

General skin cancer

General vector embedding database

General cookiecutter

Task music generation

General datascientest

General bot

Task 3d human pose estimation

General travel

General light

General corpus

Task optical character recognition

General weights and biases

General aero

Task open information extraction

General frontend

General generative adversarial networks

General dialogpt bot

Task music classification

General toy

Task natural language understanding

General gender debiasing

General cml

General agent

General game

General food

General alzheimers

General mlpps

Task scientific document summarization

General data streaming

General medical terminology

Task video object segmentation

General forest

General spider

General wildfire prediction

General app

General flood prediction

General disease detection

General coding

General goa escorts

General integration

Task text-to-speech synthesis

General moez

General documentation

General action video games

General hotel management

General open-cv

General gradio

General stocks

General web

General olympics

Task machine reading comprehension

General money laundering

General yolov9

General polygon

General llama2

General car service

General large language mode

Task graph generation

General optimization

General ai4 sustainable agri-food

General voice enabled

General bank

General mongodb

General examen

General weather forecast

General adsadad asdsadsa -dsadsadsadasdasdasdasdasd

General credit-risk

General markets

General msr

General nltk

General call girls in delhi

Task 3d shape reconstruction

General weather impacts

General stuga

General ml mo

Task meta-learning

General script

General escorts service in delhi

General xai

General goa call girls

General anime

General naive bayes

Task image retrieval

General bike sharing

General ditmodel

General capstone project

General seaborg

General emoji

General end

General pythorch

General woman

General dsv

General walmart

Task quantization

General sleep

General swiggy

General hacking

General depo

General fl studio crack free

General bird

Task gesture recognition

General pyspark

General predicting customer churn

General ml efficiency

General regression models

General individuals

Task face sketch synthesis

General medical ai

General fl studio crack

General performance

General devices

General ner

General chexnet

General number recognition

Task robot navigation

General mobile

General angus weight forecaster

General man naked on ice

Task license plate recognition

General text classification review

General flying

General employee reviews

General understanding

General wolf

General ai voice cloning

General yelp dataset

General version

Task image restoration

General surveillance

General datellite imagery

Task structured prediction

General ios

General uber

General engineer

General illegal deforestation

Task data augmentation

General vsdvsdvsdvssf

General finite element method

General yolov3

General detction

General quiz

General bygg

Task face identification

General intern

General candlestick

General fast

Task face reenactment

General injury prediction

General semantic search

General imbalanced data

General trial

General first try

General found tumor stone or cyst from ct scane image

General prefect

General medical and clinical nlp

General oracle

General books

Task rgb-d salient object detection

General heath

General asv

General academic

General epidemiology

General flow

General diabetic retinopathy

General seo

General children

General time

General informatics

General smiles

General reviewer recommendation

General movie

Task answer selection

General singapore

General iobit malware fighter pro crack

General word

General naive-bayes

General dog

General signal identification

General skeleton

General production

General pil

General fashion images

General edema

General feed forward neural network

General video-object-segmentatino

General baseline background spi modeling

General sdw

General hyperspectral imaging

General opencv

General reasoning

General tim ho

Task fine-grained image classification

General eagle

General ecr

General production optimization

Task table detection

General graph algorithm

General mkdocs

General hoax

General sometopic

Task traffic sign recognition

General challenge

General malware detection

General mflow

General ai videogame ml

General squirrel detection

General software

General llm evaluation

General operating theatre

General fl studio crack download

General automation

General generative ia

Task decision making

General trip

General tiger

General supermarket website scraping

General discord

General latent diffusion models

General future

General deepfake audio detection

General wallmart

General quality

General githubactions cicd

General financial services

General tarantula

General cancer detection

General extract mfccs

General iobit smart defrag pro crack

General e-commerce

General radio astronomy

General wav

General template

General kagle

General man is nervous

General tasks

General manipu

General africa

General bike sharing mlops

General computing

General document image

Task word embeddings

General best pune escorts

General elderly

Task 3d reconstruction

General generativeai

General alpaca

General clot

General covid19 vaccine

General dvc-s3

General generative design

General call girls in aerocity

General get data

General application using streamlit

General javascript

General payments

General anaomaly detection

General human chansedr

General omdena-milan chapter mirrored from github repo

General biometric

General mushroom

General temperature forecasting

General lead

General discount

General dinosaurs

General bear

General recipe

General colorectal cancer survaival prediction

Framework flax

General tumor

Task biomedical information retrieval

General data review

General real-estate

General mosquito

Task face verification

General javaml

General soil

General taxi

General salary

Task sentence embeddings

General ml model

General inventory turnover

General eye

General representation learning

Task image-to-image translation

General indian languages

General ec2

General vuejs

General veresion control

General used

General student

General mlo

Task generalized zero-shot learning

General ai in mechanical

General soup

General predict employee promotion

General phonepe analytics clone

General object

General language

General mouse

Task emotion recognition in conversation

General colorectal cancer

Task mathematical question answering

General css

General default customer

General code review

General tools

General tenorshare 4ukey crack

General undress ai

General remote working file system

General pune escorts services

Task image super-resolution

General image to audio

Task video-based person re-identification

Task speech enhancement

General ultralytics

General yvual

General mikrocontrollers

General intelligent

General academic project

General vls

General phitoplankton

General women

General pyton

General power bi

General marketing analytics

General data-science

General park

General openpose

General diffusion

General thermal image

General mydata

General paris

General idm activator crack

General wordle

General scoring

General moving average

General computer-aided design

General orchest

General iris

General bread

General lenet5 architecture

General author dwaipayan chakroborti

General random sampling

General futbol

General man is ugli

General dubai

General imigratioon

General vascular tissue engineering

General its

General friendship

General geometric deep learning

General user

Task hand gesture recognition

General gee

Integration google cloud storage

General imporoving logistics and optimizing routing

General triathlon

General phonepe data anakytics

Task pedestrian attribute recognition

General vlm

General microcontroller

General social network

General minecraft blocks

General fauna

General animals

Task salient object detection

General book

General contrastive loss

Task weather forecasting

General enron

General cat

General epp

General engine

General sql

General cifar

Task math word problem solving

General productino

General time predictions

General fitnes

General epu index

General spark

General bike rent

General notebook

General seaborn

General captioning

General interpretability

General hyperparameter

General website

General intelligent system

General radiometric data

General response

General paper

Task graph clustering

General fake

General cognitive control

General investigation

General geb

General crack

Task clustering algorithms evaluation

General tea farms

General alguae

General docs

General scw

General sensors

General optical coherence tomography

General chest cancer detection

General bug localization

General credit card default prediction

General crime

General bark

General instagram

General fire detection

General operating systems

Task speech synthesis

General sea

General experiments using mlflow

Task image denoising

General the blogger

General ethical

General digital ocean

Task object skeleton detection

General tinyml

Task text-image retrieval

General call girls in goa

General stacking

General yacine tv apk

General short

General drink

General xyz analysis

General glossary

General vessel segmentation

General pytorch2

General notes

General archetype

General bark voice clone

General android

General titanic

General iobit uninstaller pro crack

General cell segmentation

General unsupervised models

General not default

General awesome list

Task bias detection

Task defect detection

General histological segmentation

Task object counting

General understanding dvc and dagshub

General caption

General 2022 data science related notes

General portfolio

General bot detection

General minecraft circle generator

General http traffic data

Task dimensionality reduction

General engineering

General polars

General auto annotate bounding box

General project

General diabetes dataset india

General causal discovery

General bug

General trying first time

Task domain generalization

Task colorization

General peft

General fdffwfwf

Task scientific results extraction

General employe attrition

General lora

General youtube-comments

General wondershare-recoverit-crack-registration-code

General baseline

General coronary plaque analysis

General sri lanka

General kyc

General image caption

General face shape classification for improving styling

General lightgbm

General digital marketing

General coffee

General bmi

General liberia

General skin

General water potability prediction

General 2023 data science collection repo

General product webscraping on food systesms

General patientss

Task semantic textual similarity

General art generation

General end-to-end

General vscode

General construction materials

General social media analytic

General delete

General sparsity

Task network embedding

General gold

General australia

General digital filters

General dynamic time warpping

General seagrass

Framework jax

Task semantic role labeling

General hyperparameter tuning

General torchdata

General cloth

General image complexity

General linux

General bagging

General idm

General hello-world

General graphs

General runners

General pca

General rnn

General fdfwsf

Task document classification

General ct scan

Task binarization

General apple

General designing

Data Domain point cloud

Task covid- diagnosis

Task aspect-based sentiment analysis

Task depth completion

General suicide rates analysis

General happy

General credit card fraud detection

General youtube

General text formalization

General chest canser

General mode

General instruct chatgpt

General default

General encryption

General bark voice cloning

General introduction

General wdl

Task community detection

General moldova

Task 3d semantic segmentation

General cps

General beginner

General rnadom forest

General laptop

General chatgpt

Task style transfer

General tagging

General idm 2025 crackeado

General ensemble learning method

Task feature selection

General pediatry

General plugin

General deepnude ai

General ci-cd

General jitter click test

General compter vision

General temperature modeling

Task visual reasoning

General hotel travel beaches food

General salmankhan

General gemini

General 4ukey crack

General dataframe

General precious stones

General video game

General minecraft shapes

General fingerprint

General images dataset

General kubernetes

General albumentations

General voting

General tea

General stroke prediction

General camera

General weight of evidence

General text-to-video

General violence detection

Task audio source separation

General informal2formal

General tenorshare 4ukey 2025 crack

General heart valve prosthesis

General observations cleaning

General shap

General argument

General llmops

General big data

General datav-version

Integration jenkins

General auth

General triplet loss

General sad

General eta

General multimodal

General cloud

General quack

General phonepe analytics

General ctr

General information value

General food time delivery

General parser

Task few-shot learning

General dsd

Task domain adaptation

Task content-based image retrieval

General diease

Task face reconstruction

General type

General waf

General taxi fare prediction

General sdsd

General medical imaging classification

General riding bicycle around the track stadium

General flowers dataset

General infants

General vaccine

General call girls in noida

General skimage

General new upcoming data science projects for 2020

General download yacine tv

General plan-generation

General boosting

General airoplane

General defaulter

General visa

General cute

Task sentence classification

Task motion estimation

General bdi-agents

General duckdb

General insect

General disease segmentation

General cross-validation

General alexnet architecture

General speech

Task visual tracking

General neutral

General video-object-segmentation

General chestcancer

General convolutuonal neural network

Task neural architecture search

General dags

General design patterns

General exp

General download

General openfold-database

Task multivariate time series forecasting

General sdf

General deno

General wealth

Task continual learning

General pricing

General data extraction of deed of trust

Task natural language inference

General nudify ai

General internet download manager

General phishing data

General ml ai mlops

General gaming

General mdeical

General tumo

General fashion

General dental

General prevention

General scorecard

General fox

Task drug discovery

General hr analytics

Task aesthetics quality assessment

General reels

General entropies

General k8s

Task panoptic segmentation

General jigsaw

General query

General detection of gaps

Task virtual try-on

General resnet50

General rangeland

Task multi-label text classification

General similarity detection

General calll girls in gurgaon

General healt

General human

General lattice boltzmann methods

General exam

Task brain tumor segmentation

General ggs

Task face detection

General creative

General gcp

Task edge detection

Task instance segmentation

General flutter

General bentoml

General end-to-end project

General yacine tv free

General machine maintenance

General mcq generator

General marketing

General binary classification

General modern portfolio theory

General chest cancer

General pickle

General digital pathology

General secondhand car

Framework spacy

General neural

Task remote sensing image classification

Task video reconstruction

Task document layout analysis

General chandigarh escorts services

General preverified

General battery

General snails

General manufacturing

General meta

General explainable ai

Task multi-task learning

General neural search

General tactical decision

General workflow

General oci

General mixture-of-experts

Task compositional zero-shot learning

General search

General parkinson disease

General vqa

Task continuous control

Task misinformation

Task abnormal event detection in video

Task general reinforcement learning

Task visual navigation

Task density estimation

Task semantic similarity

Task stance detection

Task self-supervised learning

Task synthetic-to-real translation

Task adversarial attack

Task visual object tracking

Task face swapping

Task bayesian inference

Task monocular depth estimation

Task spoken language understanding

Task product recommendation

Task discourse parsing

Task semi-supervised video object segmentation

Task joint entity and relation extraction

Task real-time semantic segmentation

Task hyperspectral image classification

Task transliteration

Task deblurring

Task scene generation

Task entity linking

Task image stitching

Task dialogue understanding

Task cross-view image-to-image translation

Task node clustering

Task saliency prediction

Task dependency parsing

Task music transcription

Task compressive sensing

Task 3d action recognition

Task video question answering

Task abuse detection

Task video salient object detection

Task gaussian processes

Framework tf lite

Task text simplification

Task eeg

Task network pruning

Task 3d point cloud classification

Task atari games

Task skeleton based action recognition

Task program repair

Task dialogue state tracking

Task visual dialog

Task 3d human reconstruction

Task chunking

Task simultaneous localization and mapping

Task action segmentation

Task image clustering

Task outlier detection

Task activity detection

Task visual localization

Integration new relic

Task incremental learning

Task starcraft

Task action detection

Task fine-grained visual recognition

Task unsupervised video object segmentation

Task video inpainting

Task variational inference

Task relation classification

Task automatic post-editing

Task common sense reasoning

Task dictionary learning

Task boundary detection

Task stereo matching hand

Task facial expression recognition

Task kg-to-text generation

Task unsupervised domain adaptation

Task grasp contact prediction

Task action localization

Task age estimation

Task person re-identification

Task stochastic optimization

Task adversarial defense

Task color constancy

Task knowledge graph completion

Task monocular 3d object detection

Task 3d object detection

Task intent detection

Task code search

Task 3d hand pose estimation

Task interactive segmentation

Task semantic correspondence

Task human-object interaction detection

Task video classification

Task motion prediction

Task unsupervised machine translation

Task scene segmentation

Task visual place recognition

Task speech separation

Task keyword spotting

Task video captioning

Task person search

Task matrix completion

Task semi-supervised image classification

Task core set discovery

Task metric learning

Task action recognition

Task image dehazing

Task cross-modal retrieval

Task image/document clustering

Task curriculum learning

Task weakly-supervised semantic segmentation

Task offline rl

Task motion segmentation

Task text style transfer

Task 3d multi-person pose estimation

Task weakly-supervised named entity recognition

Task open-domain question answering

Task dialogue generation

Task opinion mining

Task graph matching

Task disparity estimation

Task event-based vision

Task scene graph detection

Task action recognition in videos

Task self-supervised action recognition

Task probabilistic deep learning

Task video summarization

Task multimodal activity recognition

Task temporal action localization

Task document ranking

Task scene text

Task 3d absolute human pose estimation

Task real-time strategy games

Task color image denoising

Task abstractive text summarization

Task constituency parsing

Task audio tagging

Task video frame interpolation

Task conversational response selection

Task structure from motion

Task trajectory prediction

Task latent variable models

General newreposistory for to learning - how dagshub works

Task human detection

Task robust object detection

Task eye tracking

Task knowledge graphs

Task speaker diarization

Task lane detection

Task scene text recognition

Task egocentric activity recognition

Task genre classification

Task semantic parsing

Task entity disambiguation

Task abusive language

Task task-oriented dialogue systems

Task goal-oriented dialog

Task intent classification

Task image cropping

Task computed tomography (ct)

Task lexical entailment

Task imputation

Task gaze estimation

Task saliency detection

Task community question answering

Task 3d object tracking

Task facial landmark detection

Task colorectal polyps characterization

Task object tracking

Task stereo matching

General beta

Task video description

Task feature importance

Task robotic grasping

Task 3d pose estimation using rgb

Task line segment detection

Task weakly supervised action localization

Task multimodal machine translation

Task word sense disambiguation

Task video segmentation

Task data-to-text generation

Task depression detection

Task rgb salient object detection

Task multimodal sentiment analysis

Task tokenization

Task scene classification

Task video semantic segmentation

Task scene flow estimation

Task chinese named entity recognition

Task optical flow estimation

Task handwriting recognition

Task lesion classification

Task entity typing

Task audio generation

Task jpeg artifact correction

Task emotion classification

Task 3d object recognition

Task video recognition

Task passage retrieval

Task region proposal

Task face alignment

Task source code summarization

Task knowledge base question answering

Task action anticipation

Task multiple object tracking

Task music modeling

Task sign language recognition

Task unsupervised object segmentation

Task action classification

Task music source separation

Task face presentation attack detection

Task node classification

Task face anti-spoofing

Task unsupervised image classification

Task fairness

Task contrastive learning

Task hand pose estimation

Task video understanding

Task multi-label classification

Task head pose estimation

Task image matting

Task keyword extraction

Task document summarization

Task clique prediction

Task scene understanding

Task multi-agent reinforcement learning

Task action quality assessment

Task human robot interaction

Task image enhancement

Task visual odometry

Task fact checking

Task cross-lingual ner

Task event extraction

Task 3d face animation

Task automated theorem proving

Task dense video captioning

Task novel view synthesis

Task zero-shot learning

Task rectification

Task ssim

Task 3d multi-object tracking

Task hand segmentation

Task multi-document summarization

Task cross-lingual transfer

Task morphological analysis

Task homography estimation

Task scene recognition

Task tumor segmentation

Task vision-language navigation

Task trajectory forecasting

Task patch matching

Task partial domain adaptation

Task text-to-sql

Task part-of-speech tagging

Task lipreading

Task 3d shape representation

Task action spotting

Task cross-lingual question answering

Task image compression

Task relation extraction

Task dense pixel correspondence estimation

Task weakly supervised object detection

Task multimodal unsupervised image-to-image translation

Task chinese reading comprehension

Task grammatical error correction

Task human part segmentation

Task referring expression segmentation

Task 3d pose estimation using rgbd

Task unsupervised anomaly detection

Task object localization

Task video object detection

Task scene text detection

Task single image dehazing

Task point cloud registration

Task sound event detection

General alpha

Task retinal vessel segmentation

Task online multi-object tracking

Task small data image classification

Task paraphrase generation

Task vehicle re-identification

Task nested named entity recognition

Task sarcasm detection

Task relational reasoning

Task animal pose estimation

Task change point detection

Task hate speech detection

Task fine-grained visual categorization

Task crowd counting

Task out-of-distribution detection

Task sign language translation

Task one-shot learning

Task 3d instance segmentation

Task sentence embedding

Task multiple instance learning

Task graph regression

Task anomaly detection in surveillance videos

Task sketch-based image retrieval

Task unsupervised facial landmark detection

Task multi-class classification

Task vision and language navigation

Task table-to-text generation

Task image inpainting

Task question generation

Task image registration

Task image quality assessment

Task conditional image generation

Task imitation learning

Task click-through rate prediction

Task few-shot image classification

Task handwriting generation

Task human action generation

Task video super-resolution

Task video generation

Task keypoint detection

Task acoustic scene classification

Task paraphrase identification

Task video prediction

Task self-driving cars

Task whole slide images

Task action unit detection

Task coreference resolution

Task lesion segmentation

Task language identification

Task multi-future trajectory prediction

Task fact verification

Task video retrieval

Task slot filling

Task low-light image enhancement

Task multi-person pose estimation

Task long-tail learning

Task multi-object tracking

Task autonomous navigation

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

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Parameter Play

Instructions

There are a lot of parameters that are set by default when working with these classifiers. Intellisense in VS Code can help you dig into them. Adopt one of the ML Classification Techniques in this lesson and retrain models tweaking various parameter values. Build a notebook explaining why some changes help the model quality while others degrade it. Be detailed in your answer.

Rubric

Criteria	Exemplary	Adequate	Needs Improvement
	A notebook is presented with a classifier fully built up and its parameters tweaked and changes explained in textboxes	A notebook is partially presented or poorly explained	A notebook is buggy or flawed

Tip!

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

Use S3 like remote

Select bucket

Access key

Finish

Use any S3 compatible storage!

Browsing data directories saved to S3 compatible storage is possible with DAGsHub. Let's configure your repository to easily display your data in the context of any commit!

Specify your S3 bucket

Bucket name cannot be the same as the repository name. Please change one of them.

Bucket url and prefix

Region

Endpoint Url

Disable SSL verification

Congratulations!

ML-For-Beginners is now integrated with your S3 compatible storage!