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Benchm Ml ⭐ 1,839

A minimal benchmark for scalability, speed and accuracy of commonly used open source implementations (R packages, Python scikit-learn, H2O, xgboost, Spark MLlib etc.) of the top machine learning algorithms for binary classification (random forests, gradient boosted trees, deep neural networks etc.).

Performance Benchmark of top Github languages

Ulid Rs ⭐ 302

This is a Rust implementation of the ulid project

Db Benchmark ⭐ 282

reproducible benchmark of database-like ops

Concatenation_benchmarks Rs ⭐ 243

📈 benchmarking different ways to concatenate strings in rust

High Precision Timing of R Expressions

Redux Rs ⭐ 201

📦 A Rust implementation of Redux.

Jax Rs Performance Comparison ⭐ 186

⚡ Performance Comparison of Jax-RS implementations and embedded containers

Dynbenchmark ⭐ 167

Comparison of methods for trajectory inference on single-cell data 🥇

Rust implementation of CRC(16, 32, 64) with support of various standards

Cargo Criterion ⭐ 157

Cargo extension for running Criterion.rs benchmarks

Sonyflake Rs ⭐ 131

🃏 A distributed unique ID generator inspired by Twitter's Snowflake.

Sqloxide ⭐ 112

Python bindings for sqlparser-rs

Scatac Benchmarking ⭐ 92

Benchmarking computational single cell ATAC-seq methods

Benchm Databases ⭐ 90

A minimal benchmark of various tools (statistical software, databases etc.) for working with tabular data of moderately large sizes (interactive data analysis).

Autoxgboost ⭐ 90

Tsforecasting ⭐ 79

This repository contains the implementations related to the experiments of a set of publicly available datasets that are used in the time series forecasting research space.

Benchmark Stata R ⭐ 43

Speed benchmark of Stata and R on common data manipulations

Touchstone ⭐ 43

Smart benchmarking of pull requests with statistical confidence

Collection of tips for faster spatial data processing in R

Dogstatsd Rs ⭐ 41

A Dogstatsd Client for Rust

Benchmarking and Visualization Toolkit for Penalized Cox Models

Benchmarkme ⭐ 35

Crowd sourced benchmarking

Pipecomp ⭐ 31

A R framework for pipeline benchmarking, with application to single-cell RNAseq

Dammmdatagen ⭐ 28

Marketing Mix Modeling Data Generator

Sparkdataset ⭐ 28

Instant search for and access to many datasets in Pyspark.

Readthat ⭐ 28

Tuneranger ⭐ 25

Automatic tuning of random forests

Cookbook Rpolars ⭐ 23

Cookbook to provide solutions to common tasks and problems in using Polars with R

Cellbench ⭐ 23

R package for benchmarking single cell analysis methods

C++ Reed Solomon Error Correcting Library

Benchmarks of various hashers

Performance Attribution for Equity Portfolios

Compbench ⭐ 19

⌛ Benchmark and visualization of various compression algorithms

Nowplaying Rs Music Reco Fm ⭐ 18

#nowplaying-RS: Music Recommendation using Factorization Machines

Raster Benchmark ⭐ 16

Raster processing benchmarks for Python and R packages

Fwildclusterboot ⭐ 16

Fast Wild Cluster Bootstrap Inference for Regression Models / OLS in R. Additionally, R port to WildBootTests.jl via the JuliaConnectoR.

Eth2 Bench 2020 06 ⭐ 16

preliminary, high-level eth2-client benchmarks

🦆 SQL for R dataframes, with ducks

autumn: Fast, Modern, and Tidy-Friendly Iterative Raking in R.

H2oensemble Benchmarks ⭐ 14

Benchmarks of the H2O Ensemble R interface (H2O 2.0).

Scimlbenchmarksoutput ⭐ 13

SciML-Bench Benchmarks for Scientific Machine Learning (SciML), Physics-Informed Machine Learning (PIML), and Scientific AI Performance

Bench Rs ⭐ 12

A benchmark library.

Imputationbenchmark ⭐ 12

benchmark for single-cell RNA-seq imputation methods

Genomeqc ⭐ 12

Phylobench ⭐ 11

ESICCC: A systematic computational framework for evaluation, selection and integration of cell-cell communication inference methods

Measurements ⭐ 11

Memory efficient trie (prefix tree) library based on LOUDS

Vector Benchmark ⭐ 11

Vector processing benchmarks for Python and R packages

Epicompare ⭐ 10

Comparison, benchmarking & QC of epigenetic datasets

Mlr3benchmark ⭐ 10

Analysis and tools for benchmarking in mlr3 and beyond.

Multi Omics Cancer Benchmark ⭐ 9

Dsci Benchmark ⭐ 9

R scripts for benchmarking next word prediction algorithms developed for the Coursera Data Science Capstone Project.

R Functions Performance ⭐ 9

R functions performance measurement

Dr_benchmark ⭐ 9

Benchgraph ⭐ 9

A lightewight tool for visualizing your benchmarks history

Forecastbenchmark ⭐ 9

Libra, a forecasting benchmark, automatically evaluates and ranks forecasting methods based on their performance in a diverse set of evaluation scenarios. The benchmark comprises four different use cases, each covering 100 heterogeneous time series taken from different domains.

Two-Steps Benchmarks for Time Series Disaggregation (French Quarterly National Accounts methodology)

R_for_hpc ⭐ 8

R for HPC. Scripts

High performance FID (Fully Indexable Dictionary) library

R bindings to the zstandard compression library

H2o Parallel Grid Search Benchmark ⭐ 7

Parallel Grid Search benchmark - H2O Machine Learning

Simulation Comparison ⭐ 7

Snakemake workflow to benchmark scRNA-seq data simulators

Benchmarks ⭐ 7

Collections of Benchmarks of R

High_performance_r ⭐ 7

Instructions and benchmarks for high-performance computing in R

Rnaseqcomp ⭐ 7

Benchmarks for RNA-seq quantification pipelines

Stat_comp_benchmarks ⭐ 7

Benchmark Models for Evaluating Algorithm Accuracy

Code for GenBase: complex analytics based genomics benchmark

Fio_tools ⭐ 6

FIO workload and analysis tools

Save and load your R sessions faster using parallel compression

Grpc Bench Rs ⭐ 6

Very simple benchmark of tonic and grpc-rs

Coseal Algsel Benchmark Repo ⭐ 6

R wrappers for CEC 2013, 2014, 2015, 2017, 2019, 2021, 2022.

Benchmarks ⭐ 5

a bunch of benchmarks in R

Calculate textual complexity using the algorithm by Tolochko & Boomgaarden (2019).

Data_manipulation_benchmarks ⭐ 5

A set of data manipulation benchmarking code for Julia and R

A zerolog adaptor for Labstack's Echo framework

Benchdamic ⭐ 5

Benchmark of differential abundance methods on microbiome data

Benchmarkvis ⭐ 5

benchmarkVis - Benchmark Visualizations in R

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