321 Open source projects that are alternatives of or similar to pyabc

Fast and easy parallel mapreduce on HPC clusters

Distributed process pool for Python

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Fundamentals of Spark with Python (using PySpark), code examples

An MPI-based C++ or Python library for easy distributed pipeline processing

A Clojure dataframe library that runs on Spark

A purely functional library to build distributed and event-driven systems

Distributed and Parallel Computing Framework with / for Python

A curated list of awesome parallel computing resources

Harmonious distributed data analysis in Rust.

🚀 R package: future: Unified Parallel and Distributed Processing in R for Everyone

Parallel Workflow extension for Rake, runs on multicores, clusters, clouds.

🚀 R package: future.apply - Apply Function to Elements in Parallel using Futures

Embedded Multicore Building Blocks (EMB²): Library for parallel programming of embedded systems. Star us on GitHub? +1

A High-performance Timing Analysis Tool for VLSI Systems

A parallel application binary interface for Fortran 2018 compilers.

Fast inference engine for OpenNMT models

A Python platform to perform parallel computations of optimisation tasks (global and local) via the asynchronous generalized island model.

Computing with Python functions.

Plasma Programming Language

LLVM backend for Accelerate

SUNDIALS is a SUite of Nonlinear and DIfferential/ALgebraic equation Solvers. This is a mirror of current releases, and development will move here eventually. Pull requests are welcome for bug fixes and minor changes.

A package which efficiently applies any function to a pandas dataframe or series in the fastest available manner

A fast work-stealing queue template in C++

This repository collects the materials from the course "Foundations of HPC", 2021, at the Data Science and Scientific Computing Department, University of Trieste

The Pothos data-flow framework

A framework for GPU based high-performance medical image processing and visualization

oneAPI Math Kernel Library (oneMKL) Interfaces

Massively Parallel Multiview Stereopsis by Surface Normal Diffusion

A micro server framework, support coroutine, and parallel-computing, used for building flatbuffers/thrift/protobuf/http protocol service.

Python Multi-Process Execution Pool: concurrent asynchronous execution pool with custom resource constraints (memory, timeouts, affinity, CPU cores and caching), load balancing and profiling capabilities of the external apps on NUMA architecture

A suite of benchmarks to test the sequential CPU and GPU performance of most popular high-performance libraries for Python.

A simple orchestration library for running complex processes or workflows in Ruby

Next generation FEniCS problem solving environment

HLS Project of pp4fpgas - https://github.com/xupsh/pp4fpgas-cn

DASH, the C++ Template Library for Distributed Data Structures with Support for Hierarchical Locality for HPC and Data-Driven Science

Automatic parallelization of Python/NumPy, C, and C++ codes on Linux and MacOSX

Tools for computation on batch systems

Boost SIMD

parallel finite element unstructured meshes

A hyperparameter optimization and data collection toolbox for convenient and fast prototyping of machine-learning models.

A High-performance Cluster Computing Engine

分布式计算：分布式数据处理（流计算/批处理）、消息队列、数据仓库

A list of computer-science readings I recommend

Distributed Keras Engine, Make Keras faster with only one line of code.

RAJA Performance Portability Layer (C++)

Netgen/NGSolve is a high performance multiphysics finite element software. It is widely used to analyze models from solid mechanics, fluid dynamics and electromagnetics. Due to its flexible Python interface new physical equations and solution algorithms can be implemented easily.

The Charm++ parallel programming system. Visit https://charmplusplus.org/ for more information.

biglasso: Extending Lasso Model Fitting to Big Data in R

Scalable and Sustainable Deep Learning via Randomized Hashing

A framework for the automated derivation and parallel execution of finite difference solvers on a range of computer architectures.

💎 Feel++: Finite Element Embedded Language and Library in C++

Must read research papers and links to tools and datasets that are related to using machine learning for compilers and systems optimisation

A common interface to processing pools.

Adaptive computational fluid dynamics

This project now lives on in a rewrite at https://gitlab.redox-os.org/redox-os/parallel

An extensible HPC framework for CUDA, OpenCL and native CPU.

NWChem: Open Source High-Performance Computational Chemistry

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R package: parallelly - Enhancing the 'parallel' Package