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++ 4266
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++ 3258
qsv
dathere / qsv
Blazing-fast Data-Wrangling toolkit
ckan cli csv data-engineering data-wrangling dcat excel geocode luau metadata opendata parquet polars postgresql sampling snappy sql sqlite statistics timeseries
Language:Rust 2651
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 1441
fwilliams / point-cloud-utils
An easy-to-use Python library for processing and manipulating 3D point clouds and meshes.
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
Language:C++ 1396
SMTorg / smt
Surrogate Modeling Toolbox
derivative machine-learning mixture-of-experts multi-fidelity predictive-modeling sampling surrogate-models
Language:Jupyter Notebook 738
littleballoffur
benedekrozemberczki / littleballoffur
Little Ball of Fur - A graph sampling extension library for NetworKit and NetworkX (CIKM 2020)
graph graph-sampling network-sampling random-walk forest-fire node-embedding network-embedding minimum-spanning-tree graph-embedding sampling metropolis-hastings network-science network-analytics deep-learning machine-learning graph-sparsification graph-algorithms networkx community-structure
Language:Python 709
huwb / volsample
Structured Volume Sampling - sample placement algorithm for real-time volume rendering with low aliasing, for camera-in-volume case.
volume dodecahedron volume-rendering sampling sampling-methods unity
Language:C# 635
mroth / weightedrand
:balance_scale: Fast weighted random selection for Go
go golang random sampling weighted-random
Language:Go 399
itailang / SampleNet
Differentiable Point Cloud Sampling (CVPR 2020 Oral)
cvpr2020 deep-learning geometry-processing neural-network point-cloud pytorch sampling tensorlow
Language:Python 377
jasonlaska / spherecluster
Clustering routines for the unit sphere
sphericalclustering scikit-learn k-means circular-statistics von-mises-fisher spherical-k-means clustering-algorithm sampling directional-statistics
Language:Python 337
HdrHistogram / HdrHistogram_rust
A port of HdrHistogram to Rust
hdrhistogram profiling rust sampling statistical-analysis
Language:Rust 317
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 285
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 232
kchapelier / poisson-disk-sampling
Poisson disk sampling in arbitrary dimensions
arbitrary-dimensions javascript poisson procedural-generation sampling
Language:JavaScript 225
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 225
pewresearch / pewmethods
Pew Research Center Methods team R package of miscellaneous functions
r survey surveys survey-data survey-analysis weighting data-manipulation sampling
Language:R 197
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 180
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 162
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++ 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++ 160
tromp / ChessPositionRanking
Software suite for ranking chess positions and accurately estimating the number of legal chess positions
chess haskell random sampling
Language:Haskell 159
postgrespro / pg_wait_sampling
Sampling based statistics of wait events
history postgres profile sampling waits
Language:C 155
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 145
MarcSpicker / LindeBuzoGrayStippling
An interactive demo application for the algorithm proposed in our SIGGRAPH Asia 2017 technical paper.
sampling stippling point-distributions
Language:C++ 134
copy / gdbprofiler
(deprecated) Rich man's profiler, a profiler for native OCaml and other executables
gdb lldb profiler sampling
Language:OCaml 123
ad-si / awesome-soundfonts
A curated list of awesome soundfont software, libraries, and resources.
awesome soundfont general-midi midi sampling sf2 sfz synth synthesizer
118
bigmlcom / sampling
Random Sampling in Clojure
clojure reservoir-sampling sampling stream-sampling
Language:Clojure 109
fralalonde / dipstick
Configurable metrics toolkit for Rust applications
rust metrics statsd sampling timer counter log
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 96
johannesulf / nautilus
Neural Network-Boosted Importance Nested Sampling for Bayesian Statistics
bayesian-statistics inference machine-learning python sampling
Language:Python 83
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
sampling statistics latin-hypercube latin-hypercube-sampling python python3
Language:HTML 81
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
machine-learning data-analysis anamoly-detection sampling query data-visualization classification deep-learning under-sampling over-sampling auprc confusion-matrix large-dataset finance data-analytics classification-report
Language:Jupyter Notebook 79
astartes
JacksonBurns / astartes
Better Data Splits for Machine Learning
ai data-science machine-learning ml python sampling
Language:Python 76
DickBrus / SpatialSamplingwithR
Open source book: Spatial sampling with R
r book sampling survey mapping spatial
Language:TeX 75
samber / slog-sampling
🚨 slog sampling: drop repetitive log records
go golang handler log-level logger logging middleware rate-limiting sampling slog structured-logging throughput
Language:Go 73