Python
510 items from vinta/awesome-python ★326,168
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tensorflow
github.com
Computation using data flow graphs for scalable machine learning by Google.
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pytorch
github.com
Tensors and Dynamic neural networks in Python with strong GPU acceleration.
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transformers
github.com
State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
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mitmproxy
github.com
An interactive, SSL-capable man-in-the-middle proxy for HTTP with a console interface
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xgboost
github.com
Scalable, Portable, and Distributed Gradient Boosting.
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dash
github.com
Flask, JS, and CSS boilerplate for interactive, web-based visualization apps in Python.
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bokeh
github.com
Interactive Web Plotting for Python.
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ansible
github.com
App deployment, configuration management and orchestration over SSH.
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yt-dlp
github.com
A feature-rich command-line audio/video downloader.
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ray
github.com
A fast and simple framework for building and running distributed applications.
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catboost
github.com
An open-source gradient boosting on decision trees library.
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sqlmap
github.com
Automatic SQL injection and database takeover tool. pip install sqlmap
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scikit-image
github.com
Image Processing SciKit (Toolbox for SciPy).
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MicroPython
github.com
An implemention of Python3 for the ESP8266 and 32.
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Dagster (⭐16k)
github.com
Data orchestrator with a declarative, asset-based programming model for building and observing data pipelines.
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zvec
github.com
A lightweight, lightning-fast, in-process vector database. [Apache2] website
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mycli
github.com
A Terminal Client for MySQL with AutoCompletion and Syntax Highlighting.
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scikit-learn
github.com
scikit-learn: machine learning in Python.
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fastapi
github.com
Hosted on GitHub.
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ruff
github.com
Extremely fast linter which supports lint rules from many other lint tools, such as flake8.
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Apache Airflow (⭐47k)
github.com
Platform for programmatically creating, scheduling, and monitoring workflows, ideal for managing complex data pipelines.
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Apache Spark (⭐44k)
github.com
Unified analytics engine whose Structured Streaming API provides scalable, fault-tolerant stream processing on the Spark SQL engine.
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gradio
github.com
Create UIs for your machine learning model in Python in 3 minutes.
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pymc
github.com
Bayesian Stochastic Modelling in Python.
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polars
github.com
A fast multi-threaded, hybrid-out-of-core DataFrame library.
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mypy
github.com
Optional static typing (PEP 484).
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beets
github.com
Music library manager and MusicBrainz tagger
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