Singularity has been renamed to Apptainer as part of us moving the project to the Linux Foundation. This repo has been persisted as a snapshot right before the changes.
- containers
- container
- singularity-container
- portable
Repository Index
47,133 repositories indexed
193–216 of 397 · Most stars
Apache Hamilton helps data scientists and engineers define testable, modular, self-documenting dataflows, that encode lineage/tracing and metadata. Runs and scales everywhere python does.
- data-science
- python
- dag
- data-engineering
A directory and analysis of the open source ecosystem in the areas of climate change, sustainable energy, biodiversity and natural resources. https://docs.getgrist.com/doc/gSscJkc5Rb1Rw45gh1o1Yc
- sustainability
- photovoltaic
- energy-consumption
- energy
2-2000x faster ML algos, 50% less memory usage, works on all hardware - new and old.
A curated list of community detection research papers with implementations.
- graph-clustering
- network-clustering
- clustering
- dimensionality-reduction
Interactive Go programming with Jupyter
- go
- golang
- jupyter-notebook-kernel
- jupyter-notebook
An intuitive library to add plotting functionality to scikit-learn objects.
Providing the solutions for high-frequency trading (HFT) strategies using data science approaches (Machine Learning) on Full Orderbook Tick Data.
- high-frequency-trading
- limit-order-book
- python
- machine-learning
Feature engineering and selection open-source Python library compatible with sklearn.
Karate Club: An API Oriented Open-source Python Framework for Unsupervised Learning on Graphs (CIKM 2020)
- community-detection
- graph-clustering
- deepwalk
- networkx
Lightweight, general, scalable C++ library for finite element methods
- finite-elements
- high-order
- high-performance-computing
- parallel-computing
Open-source low code data preparation library in python. Collect, clean and visualization your data in python with a few lines of code.
- dataprep
- data-science
- datapreparation
- dataconnector
Enhancing {ggplot2} plots with statistical analysis 📊📣
a curated list of R tutorials for Data Science, NLP and Machine Learning
- datascience
- data-science
- r
- text-mining
CLI task management & automation tool
- python
- build-tool
- build-automation
- task-runner
The Universal Storage Engine
- tiledb
- arrays
- storage-engine
- scientific-computing
Python Stream Processing
- python
- stream-processing
- rust
- data-engineering
🌍 The open source route planner api with plenty of features.
- directions-api
- routing-engine
- openstreetmap
- routing
Transform geospatial relations into graphs for Graph Neural Networks and spatial network analysis
- network-analysis
- spatial-analysis
- geographical-information-system
- graph-neural-networks
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.).
💎 The Principles of OOD (SOLID) based on Uncle Bob articles.
- ood-principles
- object-oriented
- liskov-substitution-principle
- interface-segregation-principle
A curated list of data mining papers about fraud detection.
- fraud-detection
- fraud-prevention
- fraud-checker
- fraud-management
Easily install and load packages from the tidyverse
- r
- data-science
- tidyverse
Data processing & ETL framework for Ruby
- etl
- etl-ruby
- ruby
- data