https://github.com/f1scher7/risk-master

RiskMaster is an intelligent platform for individual investors to assess cryptocurrency market risks. It combines historical trend analysis and predictive neural networks - Fischer AI
https://github.com/f1scher7/risk-master

custom-implementation dense lstm-neural-networks numpy python streamlit-webapp

Last synced: 7 months ago
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RiskMaster is an intelligent platform for individual investors to assess cryptocurrency market risks. It combines historical trend analysis and predictive neural networks - Fischer AI

• Host: GitHub
• URL: https://github.com/f1scher7/risk-master
• Owner: f1scher7
• Created: 2024-11-18T08:44:20.000Z (about 1 year ago)
• Default Branch: main
• Last Pushed: 2025-01-19T11:40:33.000Z (about 1 year ago)
• Last Synced: 2025-03-29T03:15:44.421Z (11 months ago)
• Topics: custom-implementation, dense, lstm-neural-networks, numpy, python, streamlit-webapp
• Language: Python
• Homepage:
• Size: 22.5 MB
• Stars: 1
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

          
# RiskMaster

RiskMaster is an intelligent platform designed for individual investors to assess financial and cryptocurrency market risks. It combines historical trend analysis, predictive Fischer AI (LSTM + Dense), and scenario simulations to provide actionable insights for smarter investment decisions.

![image](https://github.com/user-attachments/assets/05e28330-1e72-4993-979b-71b2f8dff01e)

![image](https://github.com/user-attachments/assets/66dbaba0-4124-491e-80dc-e2011d504314)

![image](https://github.com/user-attachments/assets/b392f23d-d453-49f2-ad84-d99331bd2675)

## Local setup

* `pip install -r requirements.txt`

* `docker run -d --name postgres-latest-riskmaster maskfischer7/postgres-latest-riskmaster:1.0`

* Change the img_path column in public.investments table

* Create .env file (check env_loader.py)

* `bash scripts/run-local.sh`

## Datasets

Create folder data_sets in the fischerAI/

* Gold - https://www.kaggle.com/datasets/sid321axn/gold-price-prediction-dataset

* Bitcoin - https://www.kaggle.com/datasets/mczielinski/bitcoin-historical-data

* Silver - https://www.kaggle.com/datasets/balabaskar/silver-prices-1968-2021

* Ethereum - https://www.kaggle.com/datasets/varpit94/ethereum-data

* DogeCoin -  https://www.kaggle.com/datasets/dhruvildave/dogecoin-historical-data

## Author

Maks Szyło maksymilian.fischer7@gmail.com