cape-dataframes
Privacy transformer
A Python library for applying collaborative privacy policies to dataframes in Pandas and Apache Spark
Privacy transformations on Spark and Pandas dataframes backed by a simple policy language.
173 stars
15 watching
20 forks
Language: Python
last commit: about 2 years ago collaborationdata-sciencehacktoberfestmachine-learningpandaspolicyprivacypythonspark
Related projects:
| Repository | Description | Stars |
|---|---|---|
| | A Python library for functional programming that aims to simplify the experience by providing a unified API and operator overloading for common data transformations and operations. | 134 |
| | A C library that enables R to read and write various data formats used by other statistical packages | 424 |
| | A library for serializing and deserializing data structures into strings, mappings, and lists while performing validation. | 451 |
| | A Python library for training machine learning models while preserving the privacy of sensitive data | 1,947 |
| | A high-level data container with transformer functionality for feature extraction and transformation. | 26 |
| | A fork of the PSE halo2 project with experimental privacy-scaling features and Rust implementation. | 209 |
| | This project presents an attack on federated learning systems to compromise their privacy-preserving mechanisms. | 8 |
| | A Haskell wrapper for accessing public data on cryptocurrency prices and information | 80 |
| | A library to transform data structures for API serialization | 141 |
| | Enables manipulation of Apache Spark DataFrames using TensorFlow programs | 749 |
| | A Scala library for data transformation with schema awareness | 86 |
| | Lightweight machine learning library with interface to scikit-learn and vowpal_wabbit | 166 |
| | Provides a Python implementation of the JOSE technologies for encrypting and/or signing content. | 1,553 |
| | A Common Lisp library for manipulating and transforming lists in a functional style. | 31 |
| | Scans for prototype pollution vulnerabilities in server-side applications | 7 |