The most popular Python projects in 2023

whisper: Robust Speech Recognition via Large-Scale Weak Supervision

Robust Speech Recognition via Large-Scale Weak Supervision

https://github.com/openai/whisper

30-Days-Of-Python: Guide to Learning Python Programming

30 days of Python programming challenge is a step-by-step guide to learn the Python programming language in 30 days. This challenge may take more than100 days, follow your own pace. These videos may help too: https://www.youtube.com/channel/UC7PNRuno1rzYPb1xLa4yktw

https://github.com/Asabeneh/30-Days-Of-Python

bark: Text-Prompted Generative Audio Model Started in 2023

🔊 Text-Prompted Generative Audio Model

https://github.com/suno-ai/bark

llama_index: Connect Your LLM’s With External Data

LlamaIndex (formerly GPT Index) is a data framework for your LLM applications

https://github.com/run-llama/llama_index

evals: Evaluate and Benchmark OpenAI Models Started in 2023

Evals is a framework for evaluating LLMs and LLM systems, and an open-source registry of benchmarks.

https://github.com/openai/evals

prefect: Workflow Orchestration Tool

Prefect is a workflow orchestration tool empowering developers to build, observe, and react to data pipelines

https://github.com/PrefectHQ/prefect

pynecone: Web Apps in Pure Python

🕸 Web apps in pure Python 🐍

https://github.com/reflex-dev/reflex

paperless-ngx: Scan, Index & Archive Your Physical Docs

A community-supported supercharged version of paperless: scan, index and archive all your physical documents

https://github.com/paperless-ngx/paperless-ngx

pyright: Static Type Checker for Python

Static Type Checker for Python

https://github.com/microsoft/pyright

frappe: Low Code Web Framework for Python

Low code web framework for real world applications, in Python and Javascript

https://github.com/frappe/frappe

RWKV-LM: RNN With Transformer-Level LLM Performance

RWKV is an RNN with transformer-level LLM performance. It can be directly trained like a GPT (parallelizable). So it's combining the best of RNN and transformer - great performance, fast inference, saves VRAM, fast training, "infinite" ctx_len, and free sentence embedding.

https://github.com/BlinkDL/RWKV-LM

CustomTkinter: Python UI-library Based on Tkinter

A modern and customizable python UI-library based on Tkinter

https://github.com/TomSchimansky/CustomTkinter

pygwalker: Turn Pandas Into a Tableau-Style UI Started in 2023

PyGWalker: Turn your pandas dataframe into an interactive UI for visual analysis

https://github.com/Kanaries/pygwalker

perspective: Visualization Component for Large Datasets

A data visualization and analytics component, especially well-suited for large and/or streaming datasets.

https://github.com/finos/perspective

CodeGeeX: OSS Multilingual Code Generation Model

CodeGeeX: An Open Multilingual Code Generation Model (KDD 2023)

https://github.com/THUDM/CodeGeeX

reactpy: It’s React, but in Python

It's React, but in Python

https://github.com/reactive-python/reactpy

PentestGPT: GPT-empowered Penetration Testing Tool Started in 2023

A GPT-empowered penetration testing tool

https://github.com/GreyDGL/PentestGPT

nicegui: Create Web-Based UI With Python

Create web-based user interfaces with Python. The nice way.

https://github.com/zauberzeug/nicegui

feast: Feature Store for Machine Learning

Feature Store for Machine Learning

https://github.com/feast-dev/feast

modelscope: Model-as-a-Service Platform for ML Learning

ModelScope: bring the notion of Model-as-a-Service to life.

https://github.com/modelscope/modelscope

video-retalking: Lip Synch-ing for Talking Head Video Editing

[SIGGRAPH Asia 2022] VideoReTalking: Audio-based Lip Synchronization for Talking Head Video Editing In the Wild

https://github.com/OpenTalker/video-retalking

Writing a Python SQL Engine From Scratch

SQLGlot is a an SQL parser/translator written in Python. This accompanying article explains the motivation behind the work and highlights parts of the design.

https://github.com/tobymao/sqlglot/blob/main/posts/python_sql_engine.md

Build Your Web Application In No Time No Development Knowledge Required

Quickly create interactive and customizable multi-page dashboards with Taipy, the open-source Python library, with its simple syntax. This web application builder generates highly interactive interfaces without requiring any knowledge of web development →

https://github.com/Avaiga/taipy

toga: A Python Native, OS Native GUI Toolkit

A Python native, OS native GUI toolkit.

https://github.com/beeware/toga

outlines: Generative Model Programming Started in 2023

Structured Text Generation

https://github.com/outlines-dev/outlines

selenium-python-helium: Write Less Selenium Code

Lighter web automation for Python

https://github.com/mherrmann/helium

joblib: Lightweight Pipelining With Python Functions

Computing with Python functions.

https://github.com/joblib/joblib

riffusion: Stable Diffusion for Real-Time Music Generation

Stable diffusion for real-time music generation

https://github.com/riffusion/riffusion

simpleaichat: Interface With AI Chat Apps Started in 2023

Python package for easily interfacing with chat apps, with robust features and minimal code complexity.

https://github.com/minimaxir/simpleaichat

lmql: A Query Language for Language Models

A language for constraint-guided and efficient LLM programming.

https://github.com/eth-sri/lmql

guardrails: Large Language Model Validator Started in 2023

Adding guardrails to large language models.

https://github.com/guardrails-ai/guardrails

FunASR: Speech Recognition Toolkit

A Fundamental End-to-End Speech Recognition Toolkit and Open Source SOTA Pretrained Models.

https://github.com/alibaba-damo-academy/FunASR

briefcase: Convert Python to a Native Application

Tools to support converting a Python project into a standalone native application.

https://github.com/beeware/briefcase

trafilatura: Python & Command-Line Tool to Get Web Text

Python & command-line tool to gather text on the Web: web crawling/scraping, extraction of text, metadata, comments

https://github.com/adbar/trafilatura

quart: An Async Python Micro Web Framework

An async Python micro framework for building web applications.

https://github.com/pallets/quart

llm: Access Large Language Models From the Command-Line Started in 2023

Access large language models from the command-line

https://github.com/simonw/llm

monorepo: A Spreadsheet Inside Your JupyterLab Notebooks

The mitosheet package, trymito.io, and other public Mito code.

https://github.com/mito-ds/mito

vizro: Create Modular Data Visualization Applications Started in 2023

Vizro is a toolkit for creating modular data visualization applications.

https://github.com/mckinsey/vizro

frogmouth: A Markdown Browser for Your Terminal Started in 2023

A Markdown browser for your terminal

https://github.com/Textualize/frogmouth

fugue: Unified Interface for Distributed Computing

A unified interface for distributed computing. Fugue executes SQL, Python, Pandas, and Polars code on Spark, Dask and Ray without any rewrites.

https://github.com/fugue-project/fugue

autolabel: Label, Clean and Enrich Text Datasets With LLMs Started in 2023

Label, clean and enrich text datasets with LLMs.

https://github.com/refuel-ai/autolabel

Faster Python 3.13 Plan

This brief outline highlights the plan for the faster CPython project for the 3.13 release. Includes PEP 669, PEP 554, improved memory management, and more.

https://github.com/faster-cpython/ideas/blob/main/3.13/README.md

mpire: Easy, but Faster Multiprocessing

A Python package for easy multiprocessing, but faster than multiprocessing

https://github.com/sybrenjansen/mpire

python-skyfield: Elegant Astronomy for Python

Elegant astronomy for Python

https://github.com/skyfielders/python-skyfield/

django-cities: Cities & Countries Listings for Django Projects

Countries and cities of the world for Django projects

https://github.com/coderholic/django-cities

meltano: CLI for ELT+

Meltano: the declarative code-first data integration engine that powers your wildest data and ML-powered product ideas. Say goodbye to writing, maintaining, and scaling your own API integrations.

https://github.com/meltano/meltano

waffle: Feature Flags for Django

A feature flipper for Django

https://github.com/django-waffle/django-waffle

griptape: Python Framework for AI Workflows and Pipelines Started in 2023

Modular Python framework for AI agents and workflows with chain-of-thought reasoning, tools, and memory. Griptape is an enterprise grade alternative to LangChain.

https://github.com/griptape-ai/griptape

faststream: Build Asynchronous Stream Services

FastStream is a powerful and easy-to-use Python framework for building asynchronous services interacting with event streams such as Apache Kafka, RabbitMQ, NATS and Redis.

https://github.com/airtai/faststream

python-build-standalone: Redistributable Builds of Python

Produce redistributable builds of Python

https://github.com/indygreg/python-build-standalone

magentic: Seamlessly Integrate LLMs as Python Functions Started in 2023

Seamlessly integrate LLMs as Python functions

https://github.com/jackmpcollins/magentic

lpython: Python Compiler

Python compiler

https://github.com/lcompilers/lpython

microdot: Impossibly Small Web Framework for MicroPython

The impossibly small web framework for Python and MicroPython.

https://github.com/miguelgrinberg/microdot

basaran: OSS Alternative to OpenAI Text Completion API Started in 2023

Basaran is an open-source alternative to the OpenAI text completion API. It provides a compatible streaming API for your Hugging Face Transformers-based text generation models.

https://github.com/hyperonym/basaran

compress: Text Compression to Generate Keystroke Expansion

Text compression for generating keyboard expansions

https://github.com/eschluntz/compress

cbp-translate: Generate Cyberpunk-Like Subtitles

https://github.com/elanmart/cbp-translate

README-AI: Automated Tool for Generating README Files Started in 2023

🎈 Automated README file generator, powered by GPT language model APIs

https://github.com/eli64s/README-AI

socketify.py: High Performance Python Web Server

Bringing Http/Https and WebSockets High Performance servers for PyPy3 and Python3

https://github.com/cirospaciari/socketify.py

hamilton: Micro-Framework for Defining Dataflows Started in 2023

Hamilton helps data scientists and engineers define testable, modular, self-documenting dataflows, that encode lineage and metadata. Runs and scales everywhere python does.

https://github.com/dagworks-inc/hamilton

pylyzer: A Fast Static Code Analyzer for Python

A fast static code analyzer & language server for Python

https://github.com/mtshiba/pylyzer

Xorbits: Compatible, Scalable Data Science

Scalable Python DS & ML, in an API compatible & lightning fast way.

https://github.com/xorbitsai/xorbits

Python Stateful Stream Processing OSS Framework

Python Stream Processing

https://github.com/bytewax/bytewax

ipyflow: IPython Kernel for Jupyter

A reactive Python kernel for Jupyter notebooks.

https://github.com/ipyflow/ipyflow

sematic: An Open-Source ML Pipeline Development Toolkit

An open-source ML pipeline development platform

https://github.com/sematic-ai/sematic

cleanvision: Find Issues in Image Datasets

Automatically find issues in image datasets and practice data-centric computer vision.

https://github.com/cleanlab/cleanvision

pystack: Inspect Stack Frames in Running or Crashed Python Started in 2023

🔍 🐍 Like pstack but for Python!

https://github.com/bloomberg/pystack

meerkat: Interactive Data Frames for Unstructured Data

Creative interactive views of any dataset.

https://github.com/hazyresearch/meerkat

textual-paint: Art: MS Paint in Your Terminal Started in 2023

:art: MS Paint in your terminal.

https://github.com/1j01/textual-paint

CausalPy: Causal Inference in Quasi-Experimental Settings

A Python package for causal inference in quasi-experimental settings

https://github.com/pymc-labs/CausalPy

ML-Recipes: Collection of Machine Learning Recipes

A collection of stand-alone Python machine learning recipes

https://github.com/rougier/ML-Recipes

pyllms: Wrapper for Connecting to Multiple LLMs Started in 2023

Minimal Python library to connect to LLMs (OpenAI, Anthropic, AI21, Cohere, Aleph Alpha, HuggingfaceHub, Google PaLM2, with a built-in model performance benchmark.

https://github.com/kagisearch/pyllms/tree/main