asymptotic-formulas closember cls frequentist-statistics hep hep-ex high-energy-physics histfactory jax numpy python pytorch scientific-computations scikit-hep scipy statistical-inference statistics tensorflow

Engineering (40%)

audio-processing bass deep-learning deezer drums model pretrained-models python tensorflow vocals

Engineering

adversarial-attacks adversarial-examples jax keras machine-learning python pytorch tensorflow

Mathematics

binarized-neural-networks binder deep-learning keras larq machine-learning python quantized-neural-networks tensorflow

Engineering (40%)

assortment choice choice-model choice-modeling conditional-logit-model deep discrete-choice-models gurobi learning machine ml model neural-networks optimization or-tools pricing research-center rum supermarket tensorflow

Artificial Intelligence and Machine Learning (32%)

bci brain-computer-interface hmi human-computer-interaction human-machine-interface labstreaminglayer lsl machine-learning python python-brain-computer-interface pytorch sklearn tensorflow

Mathematics

gpu julia machine-learning tensorflow wrapper

Earth and Environmental Sciences (40%)

machine-learning molecular-dynamics tensorflow

Sociology

deep-learning deep-neural-networks distributed machine-learning ml neural-network python tensorflow

ase c computational-chemistry cpp cuda deep-learning deepmd ipi jax lammps machine-learning-potential materials-science molecular-dynamics nodejs paddle potential-energy python pytorch rocm tensorflow

ai artificial-intelligence computer-vision dataset-hub datasets deep-learning llm machine-learning natural-language-processing nlp numpy pandas pytorch speech tensorflow

high-energy-physics likelihood model-fitting scikit-hep tensorflow

ai data-science data-visualization experiment-tracking machine-learning metadata metadata-tracking ml mlflow mlops prompt-engineering python pytorch tensorboard tensorflow visualization

electrophysiology ode-solver pde tensorflow

Economics (40%)

deep-learning interpretability keras machine-learning tensorflow tf2 visualization

automl clinical-decision-support computer-vision deep-learning docker explainable-ai framework healthcare-imaging image-classification medical-image-analysis medical-image-classification pip python research tensorflow

deep-learning explainable-ai interpretability machine-learning pytorch quantification-evaluation-methods reproducibility tensorflow xai

chemical-image-recognition decimer deep-learning image-data-mining python tensorflow tpu transformers

automatic-differentiation jax machine-learning matrix-product-states neural-network nisq open-quantum-systems pytorch quantum quantum-algorithms quantum-circuit quantum-computing quantum-dynamics quantum-error-mitigation quantum-machine-learning quantum-noise quantum-simulation tensor-network tensorflow variational-quantum-algorithms

machine-learning medical-imaging neuroimaging semantic-segmentation tensorflow

automatic-differentiation distributed-training gpu jax machine-learning neural-network nisq open-quantum-systems pytorch quantum-algorithm quantum-circuit quantum-computing quantum-dynamics quantum-hardware quantum-machine-learning quantum-noise quantum-simulation tensor-network tensorflow

deep-learning deeponet jax multi-fidelity-data neural-network operator paddle pde physics-informed-learning pinn pytorch scientific-machine-learning tensorflow

cas jax minimizer optimizer python sympy tensorflow

android coreml deep-learning docker keras lstm machine-learning model-converter models onnx onnx-tensorflow quantization tensorflow tensorflow-lite tfjs tflite transformer yolov9

climate-change climate-data deep-learning downscaling generative-adversarial-network machine-learning reanalysis renewable-energy severe-weather solar-energy tensorflow urban-heat-island wind-energy

complex-networks complex-neural-networks complex-numbers deep-learning machine machine-learning neural-networks python tensorflow

algorithms crypto cryptocurrency cryptography deep-learning jax machine-learning pytorch tensorflow transformer

ai automl huggingface hyperparameter-tuning jax kubeflow kubernetes llm machine-learning mlops neural-architecture-search pytorch scikit-learn tensorflow

imitation imitation-learning inverse-reinforcement-learning irl learning-from-demonstration lfd machine-learning ml reinforcement-learning rl tensorflow

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

brain convolutional-neural-networks keras medical-image-computing medical-imaging python tensorflow

c classifier embedded-systems inference keras machine-learning microcontroller neural-networks python random-forest scikit-learn sklearn tensorflow tinyml

android arm-neon artificial-intelligence caffe darknet deep-learning high-preformance inference ios keras mlir mxnet ncnn neural-network onnx pytorch riscv simd tensorflow vulkan

data-science deep-learning deployment distributed hyperparameter-optimization hyperparameter-search large-language-models llm llm-inference llm-serving machine-learning optimization parallel python pytorch ray reinforcement-learning rllib serving tensorflow

jax numpy python pytorch tensorflow

compiler cuda jax machine-learning mlir onnx pytorch runtime spirv tensorflow vulkan

aerial-imagery convolutional-neural-networks deep-learning drone geoai image-classification image-segmentation keras-tensorflow machine-learning neural-network python remote-sensing satellite-imagery segment-orthophotos segmentation tensorflow wms

recommender recommender-system tensorflow tensorflow-recommenders

hdf5 molecular-dynamics particle-simulation python tensorflow

keras pytorch tensorflow xarray xarray-accessor

cupy decomposition jax machine-learning mxnet numpy python pytorch regression tensor tensor-algebra tensor-decomposition tensor-factorization tensor-learning tensor-methods tensor-regression tensorflow tensorly

cpp docker tensorflow

c cpp inference model neural-networks tensorflow tensorflow-cpp tensorflow-examples tensorflow-models

deep-learning generative-models jax keras python pytorch tensorflow ultrasound-imaging

cpp helper ros tensorflow

activation activation-code activation-function activation-functions activation-methods activations ai artificial-intelligence data-science deep-learning deep-neural-networks deeplearning neural-network-architectures neural-networks python python-library python-package python3 tensorflow tensorflow2

cv deep-learning gpu hacktoberfest jax llm llm-serving machine-learning machine-learning-platform mlops model-serving mxnet nerual-network python pytorch rust tensorflow tts

class-activation-maps deep-learning gene-ontology graph-convolutional-networks machine-learning protein-data-bank tensorflow

gan generative-adversarial-network machine-learning music music-generation tensorflow

autoencoder benchmarking jax keras3 pytorch recurrent-autoencoder reproducibility tensorflow vae variational-autoencoder

chainer cupy deep-learning einops jax keras numpy pytorch tensor tensorflow

colorization convolutional-neural-networks deep-learning inception-resnet keras tensorflow

deep-learning delira machine-learning medical-images medical-imaging pytorch radiology tensorflow

Engineering

autograd automatic-differentiation cirq deep-learning differentiable-computing hacktoberfest jax machine-learning neural-network optimization python pytorch qiskit qml quantum quantum-chemistry quantum-computing quantum-machine-learning strawberryfields tensorflow

ai-framework deep-learning hardware-acceleration machine-learning neural-networks onnx pytorch scikit-learn tensorflow

benchmarks cupy gpu high-performance-computing jax parallel-computing python pytorch tensorflow

cart cli cpp decision-forest decision-trees distributed-computing go gradient-boosting interpretability javascript machine-learning ml pypi python random-forest tensorflow

cell-biology deep-learning instance-segmentation tensorflow

activation-maximization deep-learning explainability explainable-ai explainable-ml grad-cam gradcam gradcam-plus-plus keras keras-vis keras-visualization python saliency saliency-maps score-cam tensorflow visualization xai xai-library

cnn-model cnn-pytorch deep-learning dental-panoramic-images dentistry engineering machinelearning opencv python pytorch tensorboard-visualizations tensorflow tooth-detection tooth-numbering yolov5s

deep-learning deepspeed gauge-theory hamiltonian-monte-carlo hmc horovod hydra lattice lattice-qcd machine-learning mcmc monte-carlo pytorch tensorflow

emotion-detection emotion-recognition facial-expression-recognition fer2013 python tensorflow

deep-learning deep-neural-networks dnn keras machine-learning ml neural-network onnx pytorch scikit-learn tensorflow

ad automatic-differentiation c clang compiler cpp deep-learning derivative differentiable-programming enzyme gradient high-performance llvm llvm-enzyme machine-learning pytorch rust scientific-computing simulation tensorflow

comparison dl foundation keras learning lightgbm llm logger logging machine ml mlops monitoring optuna pytorch rl tensorflow versioning visualization xgboost

docker pytorch ros ros2 tensorflow

deep-learning natural-language-processing nlp python tensorflow text-classification

artificial-intelligence caffe data-science deep-learning hyperparameter-optimization jupyter jupyterlab k8s keras kubernetes machine-learning ml mlops mxnet notebook pipelines pytorch reinforcement-learning tensorflow workflow

ai artificial-intelligence deep-learning functional-programming jax machine-learning machine-learning-library mxnet natural-language-processing nlp python pytorch spacy tensorflow type-checking

machine-learning reinforcement-learning rl tensorflow

data-cleaning data-munging data-processing data-science data-wrangling dataset dataset-combinations deep-learning multiple-datasets pytorch tensorflow

data-science deep-learning deep-neural-networks keras machine-learning python scikit-learn tensorflow wrappers

conservation conservation-prioritization deep-learning machine-learning tensorflow

accelerator asic-design deep-learning fpga fpga-accelerator hardware-acceleration keras machine-learning quantization quantized-networks quantized-neural-networks tensorflow

machine-learning magnetic-resonance-imaging ml mri python tensorflow

coreml coremltools machine-learning model-conversion model-converter pytorch tensorflow

automl bayesian-optimization hyperparameter-optimization machine-learning neural-networks python tensorflow

deep-learning flash-simulation gan keras lhcb-experiment lhcb-lamarr machine-learning particle-identification pid tensorflow ultrafast-simulation

ai computer-vision cv data-science datalake datasets deep-learning image-processing langchain large-language-models llm machine-learning ml mlops multi-modal python pytorch tensorflow vector-database vector-search

annotation annotation-tool annotations boundingbox computer-vision computer-vision-annotation dataset deep-learning image-annotation image-classification image-labeling image-labelling-tool imagenet labeling labeling-tool object-detection pytorch semantic-segmentation tensorflow video-annotation

ai automl data-science deep-learning devops-tools hacktoberfest llm llmops machine-learning metadata-tracking ml mlops pipelines production-ready pytorch tensorflow workflow zenml

cli crawler database fars-news farsi-datasets kaggle-dataset mehr-news news news-agencies newspaper python python3 script shargh-news sqlite3 tensorflow tensorflow2

containers docker dockerfiles jetson machine-learning numpy nvidia pandas pytorch ros-containers ros2-foxy scikit-learn tensorflow

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

confidence deep-learning evidence neural-network neurips-2020 pytorch tensorflow uncertainty

ai flask keras machine-learning pwa python research satellite-imagery tensorflow

ai containers cuda deep-learning docker machine-learning pytorch tensorflow

asr automatic-speech-recognition deep-learning speech-recognition speech-recognition-api speech-recognizer speech-to-text stt tensorflow voice-recognition

jax numpy python tensorflow utils

deep-learning imputation-methods neural-network r reticulate tensorflow

ai google ml rl tensorflow

birdsong keras machine-learning python scikit-learn tensorflow

computer-vision deep-learning graph-neural-networks keras machine-learning nlp python tabular-data tensorflow

computational-pathology digital-pathology histopathology medical-imaging numpy python pytorch stain-normalization tensorflow

bonsai-rx deeplabcut tensorflow

artificial-intelligence computer-vision cppe5 data dataset deep-learning machine-learning models object-detection pretrained-models pytorch tensorflow vision

blackjax colab flax jax jupyter-notebooks machine-learning numpyro pml probabilistic-programming pymc3 pyro pytorch tensorflow

action-recognition autopilot-script carla carla-simulator cnn cnn-lstm collision-detection image-series-prediction lstm lstms python scene-understanding tensorflow tensorflow-examples time-distributed vehicle-collision-prediction

artificial-intelligence deep-learning deep-reinforcement-learning gym-environments keras machine-learning neural-networks python reinforcement-learning tensorflow

ai deep-learning image keras-tensorflow machine-learning neural-network object-detection robot robotics segment-anything semantic semantic-segmentation soccer-robots tensorflow

data-science deep-learning machine-learning neural-network tensorflow tflearn