ai data-science machine-learning ml python sampling

Engineering (40%)

cran finance geometry hit-and-run monte-carlo polyhedral-computations polytope random-walk sampling scientific-computing statistics volume

adaptive-learning bayesian-inference bayesian-statistics c cpp fortran machine-learning machine-learning-algorithms machine-learning-library markov-chain matlab mcmc monte-carlo monte-carlo-simulations mpi numerical-integration openmp python sampling

Physics (40%)

astronomy astrophysics bayesian-inference black-box-bayesian-inference cosmology cosmology-inference general-purpose inference machine-learning mcmc mcmc-sampler normalizing-flows probabilistic-data-analysis python sampling sampling-methods smc

Mathematics

astronomical-algorithms astronomy astrophysical-simulation astrophysics likelihood-functions modeling parameter-estimation posterior-sampling sampling statistics-modeling x-ray-astronomy

Mathematics (32%)

cancer division mutation-profiles sampling simulation stochastic tumours

Materials Science Physics (40%)

cuda metabolic-network parallel-computing sampling

cran official-statistics r r-package rstats sampling statistics survey-sampling

ai ckan csv data-engineering data-wrangling dcat excel fair-data geocode luau metadata opendata parquet polars postgresql sampling sql sqlite statistics timeseries

python sampling statistics

choice choose discrete distribution draw javascript math mathematics node node-js nodejs rand random replacement sampling statistics stats stdlib urn with-replacement

chamfer-distance geometry hausdorff hausdorff-distance hausdorff-measure lloyd-relaxation mesh nanoflann nearest-neighbor nearest-neighbors numpy optimal-transport point-cloud poisson poisson-disc-sampling poisson-disk-sampling python sampling sinkhorn sinkhorn-distance

estimation officialstatistics sample samplics sampling survey variance weighting

Economics

chemometrics derivatives infrared near-infrared nir pedometrics preprocessing r r-package resample sampling signal soil-spectroscopy spectroscopy

jax sampling sampling-distribution sampling-methods

Physics (40%)

grts r r-package r-stats sampling sampling-methods sqlite

likelihood-free log-likelihood matlab sampling simulation-model

package phylogenetics r sampling

calibration causal-inference probability-samples sampling survey survey-methodology weighting

accelerate bart beam-search bert cuda diverse-decoding gpt inference multilingual-nmt sampling training transformer

diffusion-maps hamiltonian-dynamics langevin-dynamics neural-networks sampling statistical-analysis thermodynamics

cran filtering filtering-algorithm nonlinear-dynamics nonlinear-optimization reduced-rank-parameters sampling simulated-data smoothing state-space-models stiefel-manifold time-series-models

plotting python3 sampling

adaptive adaptive-rejection-sampling ars python rejection-sampling sampling statistics

cplusplus-14 genomics sample sampling subset text-processing

bed bioinformatics c genomics reservoir-sampling sampling

likelihood-free log-likelihood python sampling simulation-model

knapsack knapsack-problem optimisation python sampling

cpu-profiling kernel linux linux-perf-bindings monitoring-tool otf2 profiling sampling trace

extrapolation interpolation machine-learning reproducibility sampling

chile r sampling spss stata tidyverse

estimation sampling statistical-inference statistics stratified-sampling

clustering filtering memento sampling storytelling summarization webarchives

cplusplus-14 matrix matrix-calculations matrix-sampling sample sampling

benchmark forest-fire-sampling graph-datasets graph-sampling graph-scaling graphs random-edge-sampling random-node-sampling sampling totally-induced-edge-sampling

core-periphery data-mining hypergraph inference machine-learning random-graphs sampling

data-preprocessing deep-learning gru imputation lstm machine-learning multivariate-timeseries normalization pandas python sampling smote solar-flare-prediction time-series-analysis time-series-classification timegan

aspe dataset electrofishing fish france freshwater index map plot river sampling wfd

bayesian-inference bayesian-methods bayesian-statistics julia julia-language kernel-methods probabilistic-models probabilistic-programming sampling turing variational-inference