AI · alternatives · 2026

24 alternatives to Build Machine Learning Web Apps – In Python

Build & Share Delightful Machine Learning Apps

Below are 24 products that do a similar job, ranked by how close each is in meaning and then by launch-day votes. Build Machine Learning Web Apps – In Python launched in 2022; newer entries below may have overtaken it.

1
Build Machine Learning Web-Service with Python and Django▲67
My Machine Learning Web Service. Contribute to pplonski/my_ml_service development by creating an account on GitHub.
2020 · github.com · its alternatives →
2
Faster ML Prototyping▲7
Build and share delightful machine learning apps, all in Python. 🌟 Star to support our work! - gradio-app/gradio
2020 · github.com · its alternatives →
3
ML Showcase▲214
A curated collection of machine learning projects
2017 · its alternatives →
4
GUIs for Faster ML Prototyping and Sharing▲85
Build and share delightful machine learning apps, all in Python. 🌟 Star to support our work! - gradio-app/gradio
2020 · github.com · its alternatives →
5
Python Machine Learning▲80
Learning machine learning has never been easier
2017 · amazon.com · its alternatives →
6
Hello Web App▲156
Learn Python & Django by building a web app (pre-order)
2015 · its alternatives →
7
Amazon Machine Learning ▲211
Machine learning made easy for developers of any skill level
2015 · aws.amazon.com · its alternatives →
8
Gradio 5.0▲224
connect nodes to build AI pipelines, powered by Hugging Face
2024 · gradio.app · its alternatives →
9
MakeML▲274
Train Neural Networks without a line of code
2019 · makeml.app · its alternatives →
10
ML5.js▲249
Friendly machine learning for the web
2018 · ml5js.org · its alternatives →
11
Gradient Zoo▲63
Version and share your trained neural network models
2016 · its alternatives →
12
Hello Web App▲173
Learn how to build a web app with Python and Django
2018 · hellowebbooks.com · its alternatives →
13
MLConsole – web app to train ML models, for free and client-side▲86
ML Console is a free tool to build an AI model without writing a single line of code. Simply pick a column to predict, and let us handle the rest.
2021 · mlconsole.com · its alternatives →
14
Nanonets▲135
Turn machine learning into an API call
2017 · nanonets.com · its alternatives →
15P5
Pywebview 5▲126
I am happy to announce the next major version of pywebview, a lightweight Python framework for building modern desktop applications with web technologies. The new version introduces powerful state management, network event handling, and significant improvements to Android support. See https://pywebview.flowrl.com/blog/pywebview6.html for details.
2024 · pywebview.flowrl.com · its alternatives →
16
Fritz▲161
Mobile machine learning made easy
2018 · fritz.ai · its alternatives →
17
Uncursor▲127
Build apps and websites with AI. On iOS, Android, & the web
2025 · uncursor.com · its alternatives →
18
ML Image Classifier▲97
Quickly train custom machine learning models in your browser
2018 · thekevinscott.github.io · its alternatives →
19
Cortex▲15
The easiest way to build machine learning apps
2020 · github.com · its alternatives →
20
Streamlit▲96
Turn python scripts into beautiful ML tools
2019 · streamlit.io · its alternatives →
21
Anvil▲80
A better way to build Python web apps
2023 · anvil.works · its alternatives →
22
BigML▲64
Machine learning as a service - build predictive apps
2014 · bigml.com · its alternatives →
23
Streamlit – Turn Python Scripts into Beautiful ML Tools▲52
Streamlit — A faster way to build and share data apps. - streamlit/streamlit
2019 · github.com · its alternatives →
24
ML Dictionary▲76
Your daily dose of machine learning and deep learning terms
2019 · its alternatives →

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Ranked by how close each launch is in meaning, then by votes. Prices were read from each product’s own site when checked and can change. Refine with your own description →