Featuretools is an automated feature engineering library and data transformation framework written in Python. It automatically generates machine learning feature vectors from multi-table datasets by applying synthesis patterns to relational and timestamped data. The system functions as a distributed feature synthesis engine, allowing the process of creating feature vectors to scale across multiple cores or clusters to handle large-scale datasets. The library supports the synthesis of multi-table datasets, time series feature generation, and the creation of custom machine learning primitives
Albumentations is a computer vision image augmentation library designed to increase training data diversity for deep learning models. It provides a toolset for applying geometric and color transformations to images and annotations, including a specialized collection of 3D operations for volumetric data used in medical and scientific imaging. The library functions as an image mask and bounding box transformer, automatically updating masks, bounding boxes, and keypoints when images undergo geometric changes. This ensures that spatial alterations remain synchronized across images and their assoc
A PyTorch and TorchDrug based deep learning library for drug pair scoring. (KDD 2022)
Move fast from data science prototype to pipeline. Capture, analyze, and transform messy notebooks into data pipelines with just two lines of code.
linealabs/lineapy 的主要功能包括：Data Processing and Analysis, Data Science Tooling, Data Science Tools, JupyterLab Extensions。
linealabs/lineapy 的开源替代品包括： astrazeneca/rexmex — A general purpose recommender metrics library for fair evaluation. astrazeneca/chemicalx — A PyTorch and TorchDrug based deep learning library for drug pair scoring. (KDD 2022). albumentations-team/albumentations — Albumentations is a computer vision image augmentation library designed to increase training data diversity for deep… adrotog/pandasgui — A GUI for Pandas DataFrames. alteryx/featuretools — Featuretools is an automated feature engineering library and data transformation framework written in Python. It… benedekrozemberczki/karateclub — Karate Club: An API Oriented Open-source Python Framework for Unsupervised Learning on Graphs (CIKM 2020).
