R Python Packages

pyspark

Apache Spark - A unified analytics engine for large-scale data processing

jupyter-lsp

Coding assistance for JupyterLab (code navigation + hover suggestions + linters + autocompletion + rename) using Language Server Protocol

lightgbm

A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks.

papermill

📚 Parameterize, execute, and analyze notebooks

prophet

Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.

catboost

A fast, scalable, high performance Gradient Boosting on Decision Trees library, used for ranking, classification, regression and other machine learning tasks for Python, R, Java, C++. Supports computation on CPU and GPU.

pyspark-client

Apache Spark - A unified analytics engine for large-scale data processing

simpleitk

SimpleITK: a layer built on top of the Insight Toolkit (ITK), intended to simplify and facilitate ITK's use in rapid prototyping, education and interpreted languages.

moocore

Core Mathematical Functions for Multi-Objective Optimization

rpy2

Interface to use R from Python

h2o-wave

Realtime Web Apps and Dashboards for Python and R

h2o

H2O is an Open Source, Distributed, Fast & Scalable Machine Learning Platform: Deep Learning, Gradient Boosting (GBM) & XGBoost, Random Forest, Generalized Linear Modeling (GLM with Elastic Net), K-Means, PCA, Generalized Additive Models (GAM), RuleFit, Support Vector Machine (SVM), Stacked Ensembles, Automatic Machine Learning (AutoML), etc.

pyreadr

Python package to read and write R RData and Rds files into/from pandas dataframes. No R or other external dependencies required.

jupyterlab-lsp

Coding assistance for JupyterLab (code navigation + hover suggestions + linters + autocompletion + rename) using Language Server Protocol

rpy2-robjects

Interface to use R from Python

rpy2-rinterface

Interface to use R from Python

jupyterlab-code-formatter

A JupyterLab plugin to facilitate invocation of code formatters.

finmind

Open Data, more than 50 financial data. 提供超過 50 個金融資料(台股為主)，每天更新 https://finmind.github.io/

rdata

A Python library for R datasets.

rchitect

Interoperate R with Python

catboost-dev

A fast, scalable, high performance Gradient Boosting on Decision Trees library, used for ranking, classification, regression and other machine learning tasks for Python, R, Java, C++. Supports computation on CPU and GPU.

ee-extra

A ninja python package that unifies the Google Earth Engine ecosystem.

aif360

A comprehensive set of fairness metrics for datasets and machine learning models, explanations for these metrics, and algorithms to mitigate bias in datasets and models.

amr

Functions to simplify and standardise antimicrobial resistance (AMR) data analysis and to work with microbial and antimicrobial properties by using evidence-based methods, as described in https://doi.org/10.18637/jss.v104.i03.