Welcome to the official atoti Notebooks Gallery!
Checkout the atoti repository for more info.
finance, food processing, healthcare, insurance, pharmaceutical, retail, social, social media, sport, telco
customer churn, cross selling, drug testing, guides, inventory management, margin optimization, pricing strategy, product classification, regtech, return forecasting, risk management, sentiment analysis, supply chain, topic analysis, trading
kafka, model comparison, real-time, subpopulation-analysis, vector aggregation
bayes, hypothesis testing, k-means clustering, logistic regression, neural network, nlp, statistics, time series forecasting, SVM
| Notebooks | Industry | Use Case | atoti Features | Data Science Topics |
|---|---|---|---|---|
| Collateral shortfall monitoring | finance | risk management, trading | ||
| COVID-19 Season Impact on Baseball Stats | sport | rule what-if | ||
| Customer Churns | telco | customer churn | model comparison | bayes, SVM, logistic regression |
| Food processing | [food processing] | inventory management, supply chain | vector aggregation | time series forecasting, neural network |
| Forecasting Cryptocurrency returns with Twitter sentiment | social media | sentiment analysis, return forecasting | time series forecasting, hypothesis testing | |
| Formula one | sport | rule what-if | ||
| FRTB SBM | finance | regtech | ||
| GeoPricing | retail | pricing strategy, product classification, margin optimization | k-means clustering | |
| IFRS 9 | finance | regtech | ||
| Interactive hypothesis testing for anti-anxiety medicine | pharmaceutical, healthcare | drug testing | hypothesis testing, statistics | |
| NLP exploration with Reddit data | social media | topic analysis | nlp | |
| PnL Explained | finance | trading | ||
| Pricing simulations around product classes | retail | pricing strategy, product classification, margin optimization | k-means clustering | |
| Real-time risk dashboard | finance | trading, risk management | kafka, real-time | |
| Rollup Hierarchies with Treelib and atoti | guides | |||
| SA-CCR | finance | risk management, regtech | ||
| Stressed VaR Calibration | finance | risk management, regtech | vector aggregation | |
| Subpopulation Analysis | insurance | cross selling | subpopulation analysis | |
| Topcount | guides | |||
| Value at Risk | finance | risk management, regtech | vector aggregation | |
| Value at Risk benchmark template | finance | risk management, regtech | vector aggregation | |
| Video assistant referee impact in soccer premier league | sport | rule what-if | ||
| World Population | social | rule what-if |
You may:
- Check out existing issues.
- Create a new issue
We welcome any contributions from the community. Check out our contributing guidelines.
Checkout atoti.io for more info!
By opening an issue or a pull request, you agree with atoti's terms of use and privacy policy.
- Collateral shortfall monitoring
- FRTB SBM
- PnL Explained
- Real-time risk dashboard
- SA-CCR
- Stressed VaR Calibration
- Value at Risk
- Value at Risk benchmark template
- IFRS 9
- Video assistant referee impact in soccer premier league
- COVID-19 Season Impact on Baseball Stats
- Formula one
- Collateral shortfall monitoring
- Real-time risk dashboard
- SA-CCR
- Stressed VaR Calibration
- Value at Risk
- Value at Risk benchmark template