Best Python software

Alphalens

Alphalens is an open-source Python library for evaluating predictive investment factors and alpha signals. It analyzes...

Abstra Dashes

Abstra Dashes is a Python-based platform for building and deploying interactive dashboards and internal data tools....

RQ

RQ is a Python job queue backed by Redis for running time-consuming or asynchronous work outside...

wasp-os

wasp-os is an open-source smartwatch operating system written primarily in Python for resource-constrained watches such as...

Ploomber

Ploomber is an open-source framework for building, testing, and deploying data pipelines in Python, SQL, and...

Django Ninja is a Python toolkit for building typed REST APIs within Django applications. It uses...

Project Mercury

Mercury is an open-source Python framework for turning Jupyter notebooks into interactive web apps, dashboards, and...

tbparse

tbparse is an open-source Python library for reading and parsing TensorBoard event files, primarily for machine...

Python Poetry

Poetry is an open-source dependency manager and packaging tool for Python projects. It manages virtual environments,...

QuantRocket

QuantRocket is a Python-based platform for researching, backtesting, and deploying algorithmic trading strategies. It combines Jupyter-based...

Sematic

Sematic is an open-source Python framework for building, running, and monitoring machine learning and AI pipelines....

Backtrader

Backtrader is an open-source Python framework for backtesting and deploying quantitative trading strategies. It is aimed...

Pyfolio

pyfolio is an open-source Python library for analyzing portfolio performance, returns, drawdowns, exposures, and risk statistics....

Anvil Workflows is a Python-first platform for building, running, and monitoring durable multi-step workflows. It is...

Tkinter Designer

Tkinter Designer is an open-source tool that converts Figma designs into Python Tkinter user interfaces. It...

Netmiko

Netmiko is an open-source Python library for connecting to network devices and automating CLI interactions over...

Pathway

Pathway is an open-source Python framework for building real-time data pipelines, stream processing applications, and retrieval-augmented...

Abstra is a Python-first platform for building internal tools, business workflows, forms, and scheduled automations. It...

Online Python

Online Python is a browser-based Python interpreter for writing and running short Python programs without installing...

PyNLPl

PyNLPl is a Python library of natural-language processing utilities for researchers and developers working with text...

Streamsync

Streamsync is an open-source Python framework for building interactive data applications without writing frontend code. It...

Landscape.io

Landscape.io is a code analysis tool for Python projects.

PyUI Builder

PyUI Builder is a visual interface designer for creating Python GUI applications without writing every layout...

OpenAIAgents.ai

OpenAI Agents SDK is an open-source framework for building agentic applications with tools, handoffs, guardrails, and...

Skydis

Skydis is an open-source client library for interacting with Redis-compatible data stores from Python applications. It...

PythonOnline.net

PythonOnline.net is a browser-based Python editor and interpreter for running short Python programs without installing Python....

Tabulate

Tabulate is an open-source Python library and command-line utility for formatting tabular data as plain text,...

Haystack NLP Framework

Haystack is an open-source Python framework for building production NLP, semantic search, question-answering, and retrieval-augmented generation...

GitNotebooks is a web-based environment for creating, versioning, and sharing computational notebooks with Git workflows. It...

Jsonformer

Jsonformer is a Python library that constrains Hugging Face language models to generate JSON matching a...

Polyglot is an open-source Python library for multilingual natural language processing, aimed at developers working with...

Camel AGI

CAMEL is an open-source framework for building and studying multi-agent systems powered by large language models....

Hamilton

Hamilton is an open-source Python framework for defining data and machine learning pipelines as functions whose...

DeepNotes

Deepnote is a collaborative cloud notebook platform for data scientists, analysts, and engineers. It combines Python...

Prompt Toolkit is a Python library for building interactive command-line applications and advanced terminal prompts. It...

simulai

SimulAI is an open-source Python framework for scientific machine learning and data-driven modeling of dynamical systems....

OpenBB Software Development Kit

OpenBB SDK is an open-source Python toolkit for financial data retrieval, analysis, and investment research. It...

Awesome Python

Awesome Python is a community-maintained GitHub list of Python frameworks, libraries, tools, and learning resources. It...

Python Package Index

The Python Package Index is the primary public repository for distributing and discovering Python packages. It...

Rye

Rye is a Python project and toolchain manager for creating virtual environments, resolving dependencies, and managing...

DeepPy

DeepPy is an open-source Python library for building and training neural networks, with computation backed by...

Jython

Jython is an implementation of Python that runs on the Java Virtual Machine and integrates Python...

Numba

Numba is an open-source JIT compiler that accelerates numerical Python and NumPy code by compiling supported...

jam-py

Jam.py is an open-source Python framework for building database-driven web applications with a visual application builder....

graph-tool

graph-tool is a Python library for efficient creation, manipulation, and statistical analysis of large graphs and...

Learn Python the Hard Way is a beginner-focused programming book and online learning resource built around...

DARTS

Darts is an open-source Python library for forecasting and modeling univariate and multivariate time series. It...

Invent With Python

Invent with Python is a free educational website with beginner-friendly books and tutorials for learning Python...

Mode Python Notebooks

Mode is a collaborative analytics platform with SQL and Python notebooks for data teams and business...

Frappe Framework

Frappe Framework is an open-source full-stack framework for building database-driven business applications with Python and JavaScript....

Udacity - CS101

CS101 is Udacity's introductory computer science course for beginners learning programming concepts with Python. It emphasizes...

OpenAI Gym

OpenAI Gym is an open-source Python toolkit for developing and comparing reinforcement learning algorithms through standardized...

bpython

bpython is a curses-based enhanced interactive Python interpreter for developers who prefer a terminal workflow. It...

Flower

Flower is an open-source federated learning framework for training machine learning models across distributed clients without...

pyup.io

PyUp monitors Python dependencies for known security vulnerabilities and helps teams keep requirements files updated. It...

Pylint is an open-source static analyzer for Python that detects errors, enforces coding standards, and reports...

PyPDF2

PyPDF2 is a Python library for reading, splitting, merging, rotating, and writing PDF files, aimed at...

Sacred

Sacred is an open-source Python framework for configuring, running, and recording computational experiments, especially in machine...

Pydub

Pydub is an open-source Python library for high-level audio manipulation. It is aimed at developers who...

Wing IDE

Wing IDE is a Python-focused development environment for professional developers, educators, and teams. It combines code...

Dash DataTable is a Python component for adding interactive, editable tables to Plotly Dash applications. It...

EasyOCR

EasyOCR is an open-source Python library for extracting text from images using deep-learning models. It targets...

Stickytape

Stickytape combines a Python script and its local module dependencies into a single source file. It...

MD Python Designer

MD Python Designer is a visual application-development tool for creating Python graphical user interfaces. It is...

Pyro

Pyro is an open-source probabilistic programming framework for Python built on PyTorch. It is designed for...

Dear PyGui

Dear PyGui is a Python framework for building cross-platform desktop interfaces with an immediate-mode GUI model...

Clk.sh

clk is an open-source Python framework for building extensible command-line applications. It provides declarative commands, plugin...

PyCaret

PyCaret is an open-source, low-code Python library for automating machine learning workflows, including data preparation, model...

Jovian

Jovian is an online learning platform for Python, data science, machine learning, and analytics. It combines...

pyinfra

pyinfra is a Python-based automation and deployment tool for developers and operations teams managing servers, applications,...

Scrapy

Open-source and collaborative web crawling framework for Python used to extract the data from websites.

pywebview is a lightweight Python library for creating desktop windows that display HTML, CSS, and JavaScript...

IceCream

icecream is a Python debugging library that provides readable variable inspection through a compact `ic()` function....

Datapane

Datapane is a Python framework for turning data analyses into shareable reports and interactive applications. It...

python xlrd

xlrd is a Python library for reading legacy Microsoft Excel .xls files. It is aimed at...

python pillow

Pillow is a free, open-source Python imaging library for opening, manipulating, and saving raster images. It...

ArcGIS API for Python

ArcGIS API for Python is a Python library for managing ArcGIS content, automating GIS workflows, analyzing...

pytest

pytest is a Python testing framework for unit, integration, and functional tests. It serves developers who...

Python Principles

Python Principles is a browser-based interactive course for people learning Python programming from the beginning. It...

Mezzanine

Mezzanine is an open-source content management system built on Django for developers and teams who want...