Streamlit
dince-afk
May 28, 2023
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CommentsWhat is Streamlit?
It is the app framework specifically for Machine Learning and Data Science teams. You can rapidly build the tools you need. Build apps in a dozen lines of Python with a simple API.
Streamlit is a tool in the Development & Training Tools category of a tech stack.
Key Features
Free and open sourceBuild apps in a dozen lines of Python with a simple APINo callbacksNo hidden stateWorks with TensorFlow, Keras, PyTorch, Pandas, Numpy, Matplotlib, Seaborn, Altair, Plotly, Bokeh, Vega-Lite, and more
Streamlit Pros & Cons
Pros of Streamlit
- ✓Fast development
- ✓Fast development and apprenticeship
Cons of Streamlit
No cons listed yet.
Streamlit Alternatives & Comparisons
What are some alternatives to Streamlit?
TensorFlow
TensorFlow is an open source software library for numerical computation using data flow graphs. Nodes in the graph represent mathematical operations, while the graph edges represent the multidimensional data arrays (tensors) communicated between them. The flexible architecture allows you to deploy computation to one or more CPUs or GPUs in a desktop, server, or mobile device with a single API.
PyTorch
PyTorch is not a Python binding into a monolothic C++ framework. It is built to be deeply integrated into Python. You can use it naturally like you would use numpy / scipy / scikit-learn etc.
scikit-learn
scikit-learn is a Python module for machine learning built on top of SciPy and distributed under the 3-Clause BSD license.
