accuracy ai artificial-intelligence classification confusion-matrix data data-analysis data-mining data-science deep-learning deeplearning evaluation machine-learning mathematics matrix ml multiclass-classification neural-network statistical-analysis statistics

classification classification-report clustering-evaluation coefficient-of-determination deviation-of-runoff-volume evaluation-metrics kling-gupta-efficiency mae nash-sutcliffe-efficiency performance-metrics regression regression-methods relative-error rmse symmetric-mean-absolute-percentage willmott-index

Mathematics

classification data-science machine-learning mlr3 r r-package regression

bioinformatics classification metagenomic-classification metagenomics profiling python standardisation taxonomic-classifications taxonomic-profiling

classification regular-expressions sdg sustainability sustainability-developoment-goals text-mining

Engineering

bias-correction bias-detection classification ethics fairness fairness-ai fairness-ml machine-learning post-processing responsible-ai

classification classification-models evaluation-framework python trajectory trajectory-analysis transformers

ai artificial-intelligence autoencoder classification clustering data-science decision-trees deep-learning feature-importance imputation julia machine-learning ml neural-networks pca random-forest regression

Earth and Environmental Sciences (40%) Psychology (40%)

classification longitudinal longitudinal-classification longitudinal-data longitudinal-studies machine-learning repeated-measurements scikit-learn supervised-learning

Engineering

annotation-tool classification collaborate computer-vision image-annotation image-labeling image-masking image-segmentation machine-learning python react segmentation

class-imbalance classification machine-learning

Earth and Environmental Sciences (40%)

classification icd-10 package r r-package rstats

Medicine (45%) Materials Science (40%)

classification newick newick-format phylogenetics python taxonomy

anomaly-detection classification clustering data-analysis data-mining data-science deep-learning forecasting generation imputation machine-learning missing-values neural-networks pytorch time-series

binary-classification classification elastic-net ensemble ensemble-model feature-selection regression

Mathematics

classification classifier clippdcd code implementation machine-learning pattern-recognition python svm-classifier twinsvm

Mathematics (49%)

automated-machine-learning automl classification data-science deep-learning finetuning hyperparam hyperparameter-optimization jupyter-notebook machine-learning natural-language-generation natural-language-processing python random-forest regression scikit-learn tabular-data timeseries-forecasting tuning

classification continual-learning decision-trees deep-learning deep-neural-networks domain-adaptation random-forests transfer-learning

alignment classification clustering curves dimensionality-reduction functional-data-analysis functions machine-learning python python3 registration regression scikits smoothing statistics visualization

classification clustering regression

classification computer-vision nlp text-extraction translation

classification coco computer-vision deep-learning hacktoberfest image-processing instance-segmentation low-code machine-learning metrics object-detection oriented-bounding-box pascal-voc python pytorch tensorflow tracking video-processing yolo

classification evolutionary-algorithms feed-forward-neural-networks flnn functional-link-artificial-neural-network functional-link-neural-network genetic-algorithm higher-order-functions higher-order-neural-network machine-learning metaheuristic-algorithms nature-inspired-algorithms neural-network optimization-algorithms particle-swarm-optimization pytorch-model regression scikit-learn shade whale-optimization-algorithm

classification decision-trees machine-learning streaming-data

classification machine-learning python time-series time-series-analysis time-series-classification

agents classification computer-vision deployment docker inference inference-api inference-server instance-segmentation jetson machine-learning object-detection onnx python tensorrt vit yolo11 yolov12 yolov5 yolov8

autonomous-driving autonomous-vehicles carla-simulator classification stars

automl classification classification-pipelines framework machine-learning nature-inspired-algorithms python

arff benchmarking benchmarking-suite classification cran data-science database dataset datasets machine-learning machine-learning-algorithms open-data open-science opendata openml openscience r regression reproducible-research statistics

classification confidence-intervals conformal-prediction data-science python regression sklearn

classification computer-vision deep-learning geospatial machine-learning object-detection pytorch remote-sensing semantic-segmentation

annif annotation-tool classification code4lib connexion flask-application glam machine-learning multilabel-classification python rest-api subject-indexing text-classification

classification clustering-methods genetic-algorithm global-search k-center-problem kmeans kmeans-clustering mealpy metaheuristic-based-clustering particle-swarm-optimization unsupervised-learning whale-optimization-algorithm

annotations classification computer-vision deep-learning image-annotation instance-segmentation python semantic-segmentation video-annotation

classification datasets physionet pytorch supervised-learning time-series

adaptive-immune-receptors airr bcr benchmarking classification immune-repertoire machine-learning-analysis tcr

classification clustering data-science machine-learning machine-learning-algorithms mathematical-modelling optimisation-algorithms r regression

acoustics audio-processing classification detection machine-learning marine-species mbarc scripps sound triton whale

annotation assembly classification pathogen-surveillance pipeline singularity slim snakemake viral-metagenomics

classification cnn deep-learning fastai forecasting inceptiontime machine-learning python pytorch regression rnn rocket self-supervised sequential state-of-the-art time-series time-series-analysis time-series-classification timeseries transformer

ani average-nucleotide-identity bioinformatics classification taxonomy taxonomy-assignment

bert classification focalloss-pytorch hierarchical machine-learning nlp pytextclassifier python pytorch softmax text-classification text-classifier

bioinformatics classification illumina long-reads metagenomics microbiome nanopore nextflow nf-core pathogen pipeline profiling shotgun taxonomic-classification taxonomic-profiling workflow

class classification ecma ecmascript internal javascript native node node-js nodejs spec specification stdlib tostring type typeof util utilities utility utils

classification computer-vision cuda detection detector eyeglasses eyes frames glasses gpu lenses mps pytorch segmentation sunglasses

classification knowledge-representation llm

auc classification evaluation-functions evaluation-metrics plot python receiver-operating-characteristic

algorithm binary class classification gradient-descent incremental javascript logistic machine-learning math mathematics ml node node-js nodejs online prediction statistics stats stdlib

cart classification cran r statistics

annotation-tool classification clip deep-learning deeplearning depth-estimation grounding-dino image-segmentation labeling-tool llm matting object-detection onnx paddle pose-estimation pytorch resnet sam vlm yolo

algorithm classification clustering cython data-analysis data-mining data-science machine-learning unsupervised-learning unsupervised-machine-learning visualization

bandit-learning classification convolution embedding frequent-pattern-mining interpretable machine-learning propositional-logic regression rule-based tsetlin-machine

classification clustering data-mining data-science data-visualization decision-trees machine-learning numpy orange orange3 pandas plotting python random-forest regression scikit-learn scipy visual-programming visualization

classification data-mining data-stream feature-extraction paper player-modeling social-network-analysis social-networks

classification colab-notebook data-science feature-engineering feature-extraction time-series

classification detection tracking

classification metagenomics multiqc taxonomy triage

classification learners machine-learning mlr3 r r-package regression

classification clustering data-science ensemble-learning julia machine-learning pipeline pipelines predictive-modeling regression stacking statistics tuning tuning-parameters

Engineering (40%)

ai artificial-intelligence classification controllability decision-tree huggingface interpretability language-model language-models llm llm-inference machine-learning prompt-engineering prompting scikit-learn

class classification derivative-free-optimization global-optimization high-dimensional illustration machine-learning metaheuristics non-convex-optimization numerical-analysis optimization particle-swarm-optimization

automl chaining classification data-mining data-mining-algorithms data-science ensemble-learning julia machine-learning machine-learning-models pipeline pipeline-optimization pipeline-structure scikitlearn-wrapper stacking symbolic-expressions symbolic-pipeline

classification foundation-model gpt language-model llama pytorch

assert assertion class classification equal is issame javascript native node node-js nodejs same stdlib type typeof util utilities utility utils

classification clustering cran data-science feature-selection hyperparameters-optimization imbalance-correction learners machine-learning mlr multilabel-classification predictive-modeling r r-package regression stacking statistics survival-analysis tuning tutorial

classification classification-algorithm computer-vision remote-sensing texture

classification cnn convolutional-neural-networks data-mining deep-learning deep-neural-networks dnn ensemble-learning image-classification information-retrieval keras machine-learning multimodel recurrent-neural-networks rnn tensorflow text-classification text-mining

c-plus-plus classification cuda gpu libsvm one-class-learning regression

bayesian classification cran-r levy-processes nonparametric-regression prediction regression

bioconductor bioinformatics classification

c-plus-plus classification decision-tree ib1 ib1-ig igtree k-nearest-neighbours knn learning-algorithm learning-algorithms machine-learning nearest-neighbours timbl

classification classifier corpus data dataset datasets e-mail email ham javascript mail nlp node node-js nodejs spam spam-assassin stdlib text

classification coveralls friedman machine-learning projection-pursuit regression scikit-learn sphinx travis-ci

classification r text-analysis

binary-data binary-image-classification binary-image-processing categorical-data categorical-images classification image-processing r

classification database-connector django feature-extraction light-curves machine-learning star tuning-parameters

3d classification cpp cross-platform data-analysis desktop-application editor forest gui interactive-visualization las laser-scanning lidar opengl plugins point-cloud qt scientific-computing segmentation tree

classification convolution cuda gpu learning-automata logic-based-artificial-intelligence regression tsetlin-machine

classification ensemble feature-engineering machine-learning regression scikit-learn

bandit-learning classification convolution frequent-pattern-mining interpretable-machine-learning machine-learning propositional-logic regression rule-based tsetlin-machine

africa asia audio-processing classification dataset genre genre-classification genre-suggestion genres-classification harvard-dataverse lama mfcc music music-library signal-processing sound

apriori classification clustering data-mining feature-engineering flink flink-machine-learning flink-ml fm graph-algorithms graph-embedding kafka machine-learning recommender recommender-system regression statistics word2vec xgboost

algorithm classification gtm machine-learning machine-learning-algorithms python regression

accuracy ai classification conversion convolutional-neural-networks data-science deep-learning deepinsight feature-engineering feature-extraction gpu manifold matlab tabular-data

association-rules classification

classification contigs fasta metagenome metagenome-assembly metagenomes plasflow plasmid plasmid-sequences plasmids prediction tensorflow

classification cran nonparametric-statistics r r-package random-forest regression statistics

builder classification dnn experiments gui pytorch sacred tensorboard torchvision trainer wandb

classification classification-algorithm coal hyperspectral-image-classification open-surface-mining python surface-mining-activities

classification entity-resolution evaluation-method record-linkage sampling-schemes

classification deep-learning marine-litter semantic-segmentation

atis attention bert bert-model bilstm-crf classification conll-2003 elmo factrueval joint-models ner ner-task nlp nmt python python3 pytorch pytorch-model transfer-learning

ai artificial-intelligence class-activation-maps classification cnn cnn-classification convolutional-neural-networks deep-learning deepfeature deepinsight gpu image machine-learning multiomics recognition tabular-data test training validation

classification machine-learning metrics precision recall

benchmark classification ml-course mlr3 spam spam-classification

bird-detection bird-recognition bird-songs bird-species classification convolutional-neural-network datasets review survey

classification deep-learning english explainability image-classification lesson machine machine-learning ml pre-alpha python x-ray

annotation classification gnns graphs tf2 toxcity

airconditioning classification neural-network refrigeration

automl classification longitudinal machine-learning repeated-measurements scikit sklong supervised-learning