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https://github.com/akshaybahadur21/Socratic
A simple Mathematical utility for Humans 🦉
https://github.com/akshaybahadur21/Socratic
Last synced: 5 days ago
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A simple Mathematical utility for Humans 🦉
- Host: GitHub
- URL: https://github.com/akshaybahadur21/Socratic
- Owner: akshaybahadur21
- License: mit
- Created: 2021-06-28T06:00:44.000Z (over 3 years ago)
- Default Branch: main
- Last Pushed: 2024-06-22T10:15:10.000Z (5 months ago)
- Last Synced: 2024-08-02T17:37:28.165Z (3 months ago)
- Language: Python
- Homepage:
- Size: 111 KB
- Stars: 174
- Watchers: 6
- Forks: 46
- Open Issues: 1
-
Metadata Files:
- Readme: README.md
- Funding: .github/FUNDING.yml
- License: LICENSE
Awesome Lists containing this project
README
[](https://github.com/akshaybahadur21/Emojinator/blob/master/LICENSE.md) [](https://akshaybahadur.com)
A simple Mathematical utility for Humans
## Code Requirements 🦄
You can install Conda for python which resolves all the dependencies for machine learning.
`pip install -r requirements.txt`
## Modules
- Socratic Equation Solver
- Socratic Plotter
## Socratic Equation Solver
#### Description 🐦
Need to get unstuck? This Socratic can help! This learning module, inspired by Google AI, helps you understand your school work at a high school and university level.
The Socratic module utilizes artificial intelligence to accurately predict which concepts will help a student solve their question.
#### Mathematical Operations 🧮
- Digits from 0-9
- Addition ➕
- Subtraction ➖
- Divide ➗
- Multiply ✖️
- Pi 🥧
## Socratic Plotter
#### Description 🐦
The Socratic plotter module utilizes artificial intelligence to accurately predict the equation and plots a graph for students.
#### Plot supported 🧮
- Constants
- Linear equations
## Socratic Omni
A simple AI mathematician powered by OpenAI's GPT-4o model.
### Details
- Model API: GPT-4o; Gemini(integratable)
- Latency: 3-4 seconds (GPT-4o)
- Support: Images, LateX, Markdown
- Interface: Streamlit
## Python Implementation 👨🔬
1) Network Used- Convolutional Neural Network
2) Hand Tracking - Mediapipe
If you face any problem, kindly raise an issue
## Setup 🖥️
1) Add your mathematics symbol trained model in the `models` folder
2) Run `Socratic.py -option `
3) Demonstrate anywhere on the screen
4) Write your equation in the green box for the machine learning model to solve it.
## Execution 🐉
- For running Socratic in Python IDE
```
python3 Socratic.py -option
```
- For running the streamlit version powered by GPT-4
```
streamlit run SocraticOmni.py
```
## Results 📊
## Cite Us :pushpin:
```
@article{akshaybahadur21_socratic,
author = {Bahadur, Akshay},
journal = {https://github.com/akshaybahadur21/Socratic},
month = {04},
title = {{Socratic}},
year = {2024}
}
```
###### Made with ❤️ and 🦙 by Akshay Bahadur
## References 🔱
- Ivan Grishchenko and Valentin Bazarevsky, Research Engineers, Google Research. [Mediapipe by Google](https://github.com/google/mediapipe)
- [Socratic by Google](https://socratic.org/)
- [Microsoft Math Solver](https://math.microsoft.com/en)