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tryolabs发布的2020年Python新库总结
由 Wang Zuo wangzuo 2020-12-30 创建
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Alibi Detect
Alibi Detect
Algorithms for outlier and adversarial instance detection, concept drift and metrics.
Datasets
Datasets
The largest hub of ready-to-use NLP datasets for ML models with fast, easy-to-use and efficient data manipulation tools
Dear PyGui
Dear PyGui
Python图形界面开发框架
Diagrams
Diagrams
使用Python代码画云服务架构图
einops
einops
Deep learning operations reinvented (for pytorch, tensorflow, chainer, gluon and others)
HiPlot
HiPlot
HiPlot is a lightweight interactive visualization tool to help AI researchers discover correlations and patterns in high-dimensional data using parallel plots and other graphical ways to represent information.
Hummingbird
Hummingbird
Hummingbird compiles trained ML models into tensor computation for faster inference.
Hydra
Hydra
应用配置框架
Netron
Netron
Visualizer for neural network, deep learning, and machine learning models
Norfair
Norfair
Lightweight Python library for adding real-time 2D object tracking to any detector.
OmegaConf
OmegaConf
灵活的Python配置系统
pretty-errors
pretty-errors
优化Python报错输出
PyCaret
PyCaret
An open-source, low-code machine learning library in Python
Pytorch Forecasting
Pytorch Forecasting
Time series forecasting with PyTorch
PyTorch Lightning
PyTorch Lightning
PyTorch 简化框架
quart
quart
Python微型网络应用框架
Rich
Rich
在终端中提供富文本和精美格式的 Python 库
Scalene
Scalene
Python 的高性能 CPU 内存分析器
sktime
sktime
A unified framework for machine learning with time series
Stanza
Stanza
Official Stanford NLP Python Library for Many Human Languages
Tensor Sensor
Tensor Sensor
The goal of this library is to generate more helpful exception messages for numpy/pytorch matrix algebra expressions.
Typer
Typer
Python命令行工具开发