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Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
A curated list of applied machine learning and data science notebooks and libraries across different industries.
| Date | Stars |
|---|---|
| 2026-07-24 | 768 |
| 2026-07-25 | 769 |
| 2026-07-28 | 769 |
| 2026-07-30 | 769 |
| 2026-07-31 | 768 |
| 2026-08-06 | 769 |
Today
+1 stars today
This week
— stars this week
This month
— stars this month
Momentum
0.0
growth rate 0.00%/day
# Machine Learning and Data Science Applications in Industry
[](https://twitter.com/intent/tweet?text=A%20list%20of%20Python%20Notebooks%20for%20business%20applications&url=https://github.com/firmai/industry-machine-learning&via=dereknow&hashtags=ML,AI,Python,business)
Please add your tools and notebooks to this [Google Sheet](https://docs.google.com/spreadsheets/d/1pVdV3r4X3k5D1UtKbhMTmjU8mJTZSLAhJzycurgh_o4/edit?usp=sharing).
<p align="center">
<img src="https://github.com/firmai/industry-machine-learning/raw/master/assets/industry.png">
</p>
A curated list of applied machine learning and data science notebooks and libraries accross different industries. The code in this repository is in Python (primarily using jupyter notebooks) unless otherwise stated. The catalogue is inspired by `awesome-machine-learning`.
***Caution:*** This is a work in progress, please contribute, especially if you are a subject expert in any of the industries listed below. If you are a **[**analytical, computational, statistical, quantitive**]** researcher/analyst in field **X** or a field **X** **[**machine learning engineer, data scientist, modeler, programmer**]** then your contribution will be greatly appreciated.
If you want to contribute to this list (please do), send me a pull request or contact me [@dereknow](https://twitter.com/dereknow) or on [linkedin](https://www.linkedin.com/in/snowderek/).
Also, a listed repository should be deprecated if:
* Repository's owner explicitly say that "this library is not maintained".
* Not committed for long time (2~3 years).
</br>
**Help Needed:** If there is any contributors out there willing to help first populate and then maintain a Python analytics section **in any one of the following sub/industries,** please get in contact with me. Also contact me to add **additional industries**.
</br>
| <!-- --> | <!-- --> | <!-- --> |
| -------------------------------- | -------------------------------- | --------------------------------- |
| [Accommodation & Food](#accommodation) | [Agriculture](#agriculture) | [Banking & Insurance](#bankfin) |
| [Biotechnological & Life Sciences](#biotech) | [Construction & Engineering](#construction) | [Education & Research](#education) |
| [Emergency & Relief](#emergency) | [Finance](#finance) | [Manufacturing](#manufacturing) |
| [Government and Public Works](#public) | [Healthcare](#healthcare) | [Media & Publishing](#media) |
| [Justice, Law and Regulations](#legal) | [Miscellaneous](#miscellaneous) | [Accounting](#accounting) |
| [Real Estate, Rental & Leasing](#realestate) | [Utilities](#utilities) | [Wholesale & Retail](#wholesale) |
## Table of Contents
### Industry Applications
<!-- MarkdownTOC depth=4 -->
- [Accommodation & Food](#accommodation)
- [Food](#accommodation-food)
- [Restaurant](#accommodation-rest)
- [Accommodation](#accommodation-acc)
- [Accounting](#accounting)
- [Machine Learning](#accounting-ml)
- [Analytics](#accounting-analytics)
- [Textual Analysis](#accounting-text)
- [Data](#accounting-data)
- [Research and Articles](#accounting-ra)
- [Websites](#accounting-web)
- [Courses](#accounting-course)
- [Agriculture](#agriculture)
- [Economics](#agriculture-econ)
- [Development](#agriculture-dev)
- [Banking & Insurance](#bankfin)
- [Consumer Financial](#bankfin-cf)
- [Management and Operations](#bankfin-mo)
- [Valuation](#bankfin-value)
- [Fraud](#bankfin-fraud)
- [Insurance and Risk](#bankfin-ir)
- [Physical](#bankfin-ph)
- [Data](#bankfin-data)
- [Biotechnological & Life Sciences](#biotech)
- [General](#biotech-general)
- [Sequencing](#biotech-Excerpt of 74,392 characters
Read on GitHub
Derek Snow · NYU | Sov.ai
49
2
Would you bet a product on this? Bounded 0–100 and slow moving.
matched fp:a3743abdb2bc1daf, topic:deep-learning, topic:pytorch, topic:tensorflow