sampling

There are 5 repositories under sampling topic.

google / orbit
C/C++ Performance Profiler
cpu-profiler dynamic-instrumentation etw hooking instrumentation performance profiler sampling visualizer
Language:C++ 4225
bytedance / lightseq
LightSeq: A High Performance Library for Sequence Processing and Generation
inference transformer beam-search bert cuda sampling diverse-decoding multilingual-nmt training bart gpt accelerate
Language:C++ 3208
eBay / tsv-utils
eBay's TSV Utilities: Command line tools for large, tabular data files. Filtering, statistics, sampling, joins and more.
csv command-line dlang data-science tabular-data cli delimited-files sampling tsv statistics d reservoir-sampling data-mining shuffle uniq
Language:D 1433
fwilliams / point-cloud-utils
An easy-to-use Python library for processing and manipulating 3D point clouds and meshes.
poisson-disk-sampling poisson sampling mesh geometry python numpy lloyd-relaxation hausdorff-measure hausdorff hausdorff-distance poisson-disc-sampling nearest-neighbor nanoflann optimal-transport sinkhorn sinkhorn-distance chamfer-distance point-cloud nearest-neighbors
Language:C++ 1337
littleballoffur
benedekrozemberczki / littleballoffur
Little Ball of Fur - A graph sampling extension library for NetworKit and NetworkX (CIKM 2020)
community-structure deep-learning forest-fire graph graph-algorithms graph-embedding graph-sampling graph-sparsification machine-learning metropolis-hastings minimum-spanning-tree network-analytics network-embedding network-sampling network-science networkx node-embedding random-walk sampling
Language:Python 703
SMTorg / smt
Surrogate Modeling Toolbox
derivative machine-learning mixture-of-experts multi-fidelity predictive-modeling sampling surrogate-models
Language:Jupyter Notebook 690
huwb / volsample
Structured Volume Sampling - sample placement algorithm for real-time volume rendering with low aliasing, for camera-in-volume case.
dodecahedron sampling sampling-methods unity volume volume-rendering
Language:C# 631
mroth / weightedrand
:balance_scale: Fast weighted random selection for Go
go golang random sampling weighted-random
Language:Go 394
itailang / SampleNet
Differentiable Point Cloud Sampling (CVPR 2020 Oral)
point-cloud sampling neural-network deep-learning geometry-processing tensorlow pytorch cvpr2020
Language:Python 375
jasonlaska / spherecluster
Clustering routines for the unit sphere
circular-statistics clustering-algorithm directional-statistics k-means sampling scikit-learn spherical-k-means sphericalclustering von-mises-fisher
Language:Python 333
HdrHistogram / HdrHistogram_rust
A port of HdrHistogram to Rust
hdrhistogram rust sampling profiling statistical-analysis
Language:Rust 305
paramonte
cdslaborg / paramonte
ParaMonte: Parallel Monte Carlo and Machine Learning Library for Python, MATLAB, Fortran, C++, C.
monte-carlo markov-chain adaptive-learning bayesian-inference bayesian-statistics machine-learning machine-learning-algorithms machine-learning-library sampling c cpp fortran python matlab monte-carlo-simulations mpi mcmc openmp numerical-integration
Language:Fortran 273
minaskar / zeus
⚡️ zeus: Lightning Fast MCMC ⚡️
bayesian-inference black-box-bayesian-inference general-purpose inference machine-learning mcmc mcmc-sampler probabilistic-data-analysis python sampling sampling-methods
Language:Python 227
kchapelier / poisson-disk-sampling
Poisson disk sampling in arbitrary dimensions
arbitrary-dimensions javascript poisson procedural-generation sampling
Language:JavaScript 216
qbeast-spark
Qbeast-io / qbeast-spark
Qbeast-spark: DataSource enabling multi-dimensional indexing and efficient data sampling. Big Data, free from the unnecessary!
spark scala big-data sampling datasource data-lakehouse spark-sql
Language:Scala 215
pewresearch / pewmethods
Pew Research Center Methods team R package of miscellaneous functions
data-manipulation r sampling survey survey-analysis survey-data surveys weighting
Language:R 190
orendv / learning_to_sample
A learned sampling approach for point clouds (CVPR 2019)
cvpr2019 deep-learning geometry-processing neural-network point-cloud sampling tensorflow
Language:Python 179
Ashish7129 / Graph_Sampling
Graph Sampling is a python package containing various approaches which samples the original graph according to different sample sizes.
data-mining big-data big-data-analytics social-network-analysis sampling sample network-analysis network-science random-walk graphs python networkx subgraph induction network breadth-first-search
Language:Python 160
SamplinSafari
wkjarosz / SamplinSafari
Samplin' Safari is a research tool to visualize and interactively inspect high-dimensional (quasi) Monte Carlo samplers.
monte-carlo-sampling orthogonal-arrays quasi-monte-carlo sampling monte-carlo monte-carlo-ray-tracing integration numerical-integration computer-graphics graphics-rendering qmc mc
Language:C++ 156
postgrespro / pg_wait_sampling
Sampling based statistics of wait events
postgres waits sampling profile history
Language:C 149
GeomScale / volesti
Practical volume computation and sampling in high dimensions
geometry statistics polyhedral-computations random-walk sampling volume hit-and-run polytope cran finance monte-carlo scientific-computing
Language:C++ 146
tromp / ChessPositionRanking
Software suite for ranking chess positions and accurately estimating the number of legal chess positions
chess haskell random sampling
Language:Haskell 139
MarcSpicker / LindeBuzoGrayStippling
An interactive demo application for the algorithm proposed in our SIGGRAPH Asia 2017 technical paper.
point-distributions sampling stippling
Language:C++ 135
Ryota-Kawamura / How-Diffusion-Models-Work
In How Diffusion Models Work, you will gain a deep familiarity with the diffusion process and the models which carry it out. More than simply pulling in a pre-built model or using an API, this course will teach you to build a diffusion model from scratch.
context controlling diffusion-models neural-network sampling training fast-sampling speeding-up
Language:Jupyter Notebook 132
copy / gdbprofiler
(deprecated) Rich man's profiler, a profiler for native OCaml and other executables
gdb lldb profiler sampling
Language:OCaml 123
bigmlcom / sampling
Random Sampling in Clojure
clojure reservoir-sampling sampling stream-sampling
Language:Clojure 110
ad-si / awesome-soundfonts
A curated list of awesome soundfont software, libraries, and resources.
awesome soundfont general-midi midi sampling sf2 sfz synth synthesizer
102
fralalonde / dipstick
Configurable metrics toolkit for Rust applications
counter log metrics rust sampling statsd timer
Language:Rust 99
minaskar / pocomc
pocoMC: A Python implementation of Preconditioned Monte Carlo for accelerated Bayesian Computation
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
Language:Python 91
sahilm89 / lhsmdu
This is an implementation of Deutsch and Deutsch, "Latin hypercube sampling with multidimensional uniformity", Journal of Statistical Planning and Inference 142 (2012) , 763-772
latin-hypercube latin-hypercube-sampling python python3 sampling statistics
Language:HTML 81
DickBrus / SpatialSamplingwithR
Open source book: Spatial sampling with R
book mapping r sampling spatial survey
Language:TeX 74
thu-vis / libsampling
A library of sampling algorithms
sampling scatterplot
Language:Python 72
sharmaroshan / Fraud-Detection-in-Online-Transactions
Detecting Frauds in Online Transactions using Anamoly Detection Techniques Such as Over Sampling and Under-Sampling as the ratio of Frauds is less than 0.00005 thus, simply applying Classification Algorithm may result in Overfitting
anamoly-detection auprc classification classification-report confusion-matrix data-analysis data-analytics data-visualization deep-learning finance large-dataset machine-learning over-sampling query sampling under-sampling
Language:Jupyter Notebook 71
alexpreynolds / sample
Performs memory-efficient reservoir sampling on very large input files delimited by newlines
bed bioinformatics c genomics reservoir-sampling sampling
Language:C 69
variorum
LLNL / variorum
Vendor-neutral library for exposing power and performance features across diverse architectures
performance performance-analysis cmake hwloc sampling c x86
Language:C++ 69
alarm-redist / redist
Simulation methods for legislative redistricting.
geospatial gerrymandering r redistricting sampling
Language:C++ 67