A set of functions and demos to make machine learning projects easier to understand through effective visualizations.
Project description
MLVisualizationTools
MLVisualizationTools is a python library to make machine learning more understandable through the use of effective visualizations.
It supports tensorflow, matplotlib, and plotly, with support for more ml libraries coming soon.
You can use the builtin apps to quickly anaylyze your existing models, or build custom projects using the modular sets of functions.
Installation
pip install MLVisualizationTools
Depending on your use case, tensorflow, plotly and matplotlib might need to be installed.
pip install tensorflow
pip install plotly
pip install matplotlib
To use interactive webapps, use the pip install MLVisualizationTools[dash] or pip install MLVisualizationTools[dash-notebook]
flags on install.
Functions
More function docs coming soon, see examples for examples. Functions have docstrings which explain params and whatnot.
Release history Release notifications | RSS feed
Download files
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.
Source Distribution
Built Distribution
Filter files by name, interpreter, ABI, and platform.
If you're not sure about the file name format, learn more about wheel file names.
Copy a direct link to the current filters
File details
Details for the file MLVisualizationTools-0.0.21.tar.gz.
File metadata
- Download URL: MLVisualizationTools-0.0.21.tar.gz
- Upload date:
- Size: 51.5 kB
- Tags: Source
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/3.4.2 importlib_metadata/4.8.1 pkginfo/1.7.1 requests/2.26.0 requests-toolbelt/0.9.1 tqdm/4.62.3 CPython/3.9.4
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
bc4c09eac7976d578558f6ec495ab440d53ea2bfcdf1e2669b5079edbd8be039
|
|
| MD5 |
3f5b416cc50ed46e366c6110c315355c
|
|
| BLAKE2b-256 |
7dbe8f8644a8189b3fb4330a44181a35182a191d1d0a1b10aa0babec689a3cf2
|
File details
Details for the file MLVisualizationTools-0.0.21-py3-none-any.whl.
File metadata
- Download URL: MLVisualizationTools-0.0.21-py3-none-any.whl
- Upload date:
- Size: 57.1 kB
- Tags: Python 3
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/3.4.2 importlib_metadata/4.8.1 pkginfo/1.7.1 requests/2.26.0 requests-toolbelt/0.9.1 tqdm/4.62.3 CPython/3.9.4
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
7a097011c509543ff1ebe99a67a7950f6de8864351b066336317763e466bd1b9
|
|
| MD5 |
2f672ddb7808856a8267f97c69ae3aa5
|
|
| BLAKE2b-256 |
7d18891ab88264384a514e5849d17a40dd86982f1236baa9ad3a99f41a027a65
|
