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Restructuring of notebook gallery (#367)
* Restructuring of notebook gallery * Update nbviewer link to Github * Upgrade pandas-profiling and updated customer-churn pickle files * fixed broken testing due to path slash * Fixed broken customer churn
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| <p align="center"> | ||
| <img src="https://data.atoti.io/notebooks/banners/logo.png" alt="atoti logo"> | ||
| </p> | ||
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| <p align="center"> | ||
| <a href="https://github.com/atoti/atoti/discussions"><img src="https://img.shields.io/github/discussions/atoti/atoti" alt="GitHub Discussion"></a> | ||
| <a href="https://hits.seeyoufarm.com"><img src="https://hits.seeyoufarm.com/api/count/incr/badge.svg?url=https%3A%2F%2Fgithub.com%2Fatoti%2Fnotebooks&count_bg=%23FF7375&title_bg=%23555555&icon=&icon_color=%23E7E7E7&title=hits&edge_flat=false" alt="Hits"></a> | ||
| <a href="https://stackoverflow.com/questions/tagged/atoti"><img src="https://img.shields.io/badge/StackOverflow-atoti-f58024.svg" alt="stackoverflow"></a> | ||
| </p> | ||
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| ## Financial use cases | ||
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| <ol><li> | ||
| <details open> | ||
| <summary><b>Front Office</b></summary><blockquote> | ||
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| <table> | ||
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| <img src="https://data.atoti.io/notebooks/banners/Atoti_plus_RVB_Icon.png" width="15px"/><b> indicates requires Atoti+</b> | ||
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| <tr> | ||
| <td><b>Notebooks</b></td> | ||
| <td><b>Related media</b></td> | ||
| </tr> | ||
| <tr> | ||
| <td rowspan="1"><a href="notebooks/01-use-cases/finance/front-office/cumulative-pnl/main.ipynb"> cumulative-pnl </a></td> | ||
| <td><a href="https://www.atoti.io/articles/dynamic-performance-analytics-handling-of-non-linear-aggregation/?utm_source=github">📰 Dynamic Performance Analytics: Handling of non-linear aggregation</a></td> | ||
| </tr> | ||
| <tr> | ||
| <td rowspan="1"><a href="notebooks/01-use-cases/finance/front-office/pnl-explained/main.ipynb"> pnl-explained </a></td> | ||
| <td><a href="https://www.atoti.io/articles/pnl-explained-with-atoti/?utm_source=github">📰 PnL Explained with atoti</a></td> | ||
| </tr> | ||
| <tr> | ||
| <td rowspan="2"><a href="notebooks/01-use-cases/finance/front-office/real-time-risk/main.ipynb"> real-time-risk </a></td> | ||
| <td><a href="https://www.atoti.io/guides/implementing-real-time-sources-with-atoti/?utm_source=github">📰 Implementing real-time sources with atoti</a></td> | ||
| </tr> | ||
| <tr> | ||
| <td valign="center"><a href="https://www.atoti.io/guides/implementing-real-time-sources-with-atoti/?utm_source=github">📰 Real-time risk analytics with atoti</a></td> | ||
| </tr> | ||
| </table> | ||
| <br/> | ||
| </blockquote></details> | ||
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| </li><li> | ||
| <details open> | ||
| <summary><b>Risk Management</b></summary><blockquote> | ||
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| <ul><li> | ||
| <details open> | ||
| <summary><b>Credit Risk</b></summary><blockquote> | ||
| <br/> | ||
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| <table> | ||
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| <img src="https://data.atoti.io/notebooks/banners/Atoti_plus_RVB_Icon.png" width="15px"/><b> indicates requires Atoti+</b> | ||
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| <tr> | ||
| <td><b>Notebooks</b></td> | ||
| <td><b>Related media</b></td> | ||
| </tr> | ||
| <tr> | ||
| <td rowspan="2"><a href="notebooks/01-use-cases/finance/risk-management/credit-risk/ifrs9/main.ipynb"> ifrs9 </a></td> | ||
| <td><a href="https://www.atoti.io/articles/ifrs-9-data-viz-ecl-pd-analytics-and-the-vintage-matrix/?utm_source=github">📰 IFRS 9 Data Viz: ECL, PD Analytics and the Vintage Matrix</a></td> | ||
| </tr> | ||
| <tr> | ||
| <td valign="center"><a href="https://www.atoti.io/articles/tutorial-how-to-build-an-ifrs-9-solution-with-python-and-atoti/?utm_source=github">📰 Tutorial: How to build an IFRS 9 solution with Python and atoti</a></td> | ||
| </tr> | ||
| <tr> | ||
| <td rowspan="1"><a href="notebooks/01-use-cases/finance/risk-management/credit-risk/sa-ccr/main.ipynb"> sa-ccr </a></td> | ||
| <td><a href="https://www.atoti.io/articles/sa-ccr-with-python-and-atoti/?utm_source=github">📰 SA-CCR with python and atoti</a></td> | ||
| </tr> | ||
| <tr> | ||
| <td rowspan="1"><a href="notebooks/01-use-cases/finance/risk-management/credit-risk/xva/main.ipynb"> xva </a></td> | ||
| <td><a href="https://www.atoti.io/articles/interactive-xva-analytics-with-python-and-atoti/?utm_source=github">📰 Interactive xVA analytics with Python and atoti</a></td> | ||
| </tr> | ||
| <tr> | ||
| <td rowspan="1"><a href="/notebooks/01-use-cases/finance/treasury/collateral-shortfall-forecast/notebooks/main.ipynb"> collateral-shortfall-forecast </a></td> | ||
| <td><a href="https://www.atoti.io/articles/collateral-modelling-and-simulation-using-atoti-and-machine-learning/?utm_source=github">📰 Collateral Modelling and Simulation Using atoti and Machine Learning</a></td> | ||
| </tr> | ||
| </table> | ||
| <br/> | ||
| </blockquote></details> | ||
| </li><li> | ||
| <details open> | ||
| <summary><b>Market Risk</b></summary><blockquote> | ||
| <br/> | ||
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| <table> | ||
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| <img src="https://data.atoti.io/notebooks/banners/Atoti_plus_RVB_Icon.png" width="15px"/><b> indicates requires Atoti+</b> | ||
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| <tr> | ||
| <td><b>Notebooks</b></td> | ||
| <td><b>Related media</b></td> | ||
| </tr> | ||
| <tr> | ||
| <td rowspan="1"><a href="notebooks/01-use-cases/finance/risk-management/market-risk/sbm/main.ipynb"> sbm </a></td> | ||
| <td><a href="https://www.atoti.io/articles/faster-algorithm-for-frtb-sbm-risk-aggregation/?utm_source=github">📰 Faster Algorithm for FRTB SBM Risk Aggregation</a></td> | ||
| </tr> | ||
| <tr> | ||
| <td rowspan="1"><a href="notebooks/01-use-cases/finance/risk-management/market-risk/stressed-var-calibration/main.ipynb"> stressed-var-calibration </a></td> | ||
| <td><a href="https://www.atoti.io/articles/market-risk-analytics-in-python-interactive-rolling-var/?utm_source=github">📰 Market risk analytics in python: Interactive rolling VaR</a></td> | ||
| </tr> | ||
| <tr> | ||
| <td rowspan="1"><a href="notebooks/01-use-cases/finance/front-offices/main.ipynb"> pnl-explained </a></td> | ||
| <td><a href="https://www.atoti.io/articles/pnl-explained-with-atoti/?utm_source=github">📰 PnL Explained with atoti</a></td> | ||
| </tr> | ||
| <tr> | ||
| <td rowspan="1"><a href="notebooks/01-use-cases/finance/risk-management/market-risk/value-at-risk/main.ipynb"> value-at-risk </a></td> | ||
| <td> </td> | ||
| </tr> | ||
| </table> | ||
| <br/> | ||
| </blockquote></details> | ||
| </li><li> | ||
| <details open> | ||
| <summary><b>Operational Risk</b></summary><blockquote> | ||
| <br/> | ||
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| <table> | ||
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| <img src="https://data.atoti.io/notebooks/banners/Atoti_plus_RVB_Icon.png" width="15px"/><b> indicates requires Atoti+</b> | ||
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| <tr> | ||
| <td><b>Notebooks</b></td> | ||
| <td><b>Related media</b></td> | ||
| </tr> | ||
| <tr> | ||
| <td rowspan="2"><a href="notebooks/01-use-cases/finance/risk-management/operational-risk/credit-card-fraud-detection/main.ipynb"> credit-card-fraud-detection </a></td> | ||
| <td><a href="https://www.atoti.io/articles/credit-card-fraud-detection-part1/?utm_source=github">📰 Part 1: Investigating fraudulent transactions real-time with atoti</a></td> | ||
| </tr> | ||
| <tr> | ||
| <td valign="center"><a href="https://www.atoti.io/articles/credit-card-fraud-detection-part2//?utm_source=github">📰 Part 2: Fraud detection with Faker and PyCaret</a></td> | ||
| </tr> | ||
| </table> | ||
| <br/> | ||
| </blockquote></details> | ||
| </li> | ||
| </ul> | ||
| <br/> | ||
| </blockquote></details> | ||
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| </li><li> | ||
| <details open> | ||
| <summary><b>Treasury</b></summary><blockquote> | ||
| <br/> | ||
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| <table> | ||
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| <img src="https://data.atoti.io/notebooks/banners/Atoti_plus_RVB_Icon.png" width="15px"/><b> indicates requires Atoti+</b> | ||
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| <tr> | ||
| <td><b>Notebooks</b></td> | ||
| <td><b>Related media</b></td> | ||
| </tr> | ||
| <tr> | ||
| <td rowspan="1"><a href="notebooks/01-use-cases/finance/treasury/collateral-shortfall-forecast/main.ipynb"> collateral-shortfall-forecast </a></td> | ||
| <td><a href="https://www.atoti.io/articles/collateral-modelling-and-simulation-using-atoti-and-machine-learning/?utm_source=github">📰 Collateral Modelling and Simulation Using atoti and Machine Learning</a></td> | ||
| </tr> | ||
| <tr> | ||
| <td rowspan="1"><a href="notebooks/01-use-cases/finance/treasury/collateral-shortfall-monitoring/main.ipynb"> collateral-shortfall-monitoring </a></td> | ||
| <td><a href="https://www.atoti.io/articles/rapid-collateral-modelling-and-simulation-with-atoti/?utm_source=github">📰 Rapid collateral modelling and simulation with atoti</a></td> | ||
| </tr> | ||
| </table> | ||
| <br/> | ||
| </blockquote></details> | ||
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| </li><li> | ||
| <details open> | ||
| <summary><b>Insurance</b></summary><blockquote> | ||
| <br/> | ||
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| <table> | ||
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| <img src="https://data.atoti.io/notebooks/banners/Atoti_plus_RVB_Icon.png" width="15px"/><b> indicates requires Atoti+</b> | ||
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| <tr> | ||
| <td><b>Notebooks</b></td> | ||
| <td><b>Related media</b></td> | ||
| </tr> | ||
| <tr> | ||
| <td rowspan="1"><a href="notebooks/01-use-cases/finance/insurance/customer 360/03-main-csv.ipynb"> customer 360 </a></td> | ||
| <td><a href="https://www.atoti.io/articles/customer-360-how-it-can-be-achieved-with-atoti/?utm_source=github">📰 Customer 360: How it can be achieved with atoti</a></td> | ||
| </tr> | ||
| <tr> | ||
| <td rowspan="1"><a href="notebooks/01-use-cases/finance/insurance/price-elasticity/main.ipynb"> price-elasticity </a></td> | ||
| <td><a href="https://www.atoti.io/articles/unravel-price-elasticity-of-demand-with-atoti/?utm_source=github">📰 Unravel price elasticity of demand with atoti</a></td> | ||
| </tr> | ||
| </table> | ||
| <br/> | ||
| </blockquote></details> | ||
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| </li></ol> | ||
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| <br/> | ||
| <p align="center"> | ||
| Reach out to <a href="https://www.activeviam.com/contact-us/"><img src="https://data.atoti.io/notebooks/banners/ActiveViam-RVB-150dpi.png" alt="atoti logo" width="150px" /></a> for more information. | ||
| </p> |
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| <p align="center"> | ||
| <img src="https://data.atoti.io/notebooks/banners/logo.png" alt="atoti logo"> | ||
| </p> | ||
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| <p align="center"> | ||
| <a href="https://github.com/atoti/atoti/discussions"><img src="https://img.shields.io/github/discussions/atoti/atoti" alt="GitHub Discussion"></a> | ||
| <a href="https://hits.seeyoufarm.com"><img src="https://hits.seeyoufarm.com/api/count/incr/badge.svg?url=https%3A%2F%2Fgithub.com%2Fatoti%2Fnotebooks&count_bg=%23FF7375&title_bg=%23555555&icon=&icon_color=%23E7E7E7&title=hits&edge_flat=false" alt="Hits"></a> | ||
| <a href="https://stackoverflow.com/questions/tagged/atoti"><img src="https://img.shields.io/badge/StackOverflow-atoti-f58024.svg" alt="stackoverflow"></a> | ||
| </p> | ||
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| ## Financial use cases for Front Office | ||
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| <table> | ||
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| <img src="https://data.atoti.io/notebooks/banners/Atoti_plus_RVB_Icon.png" width="15px"/><b> indicates requires Atoti+</b> | ||
|
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| <tr> | ||
| <td><b>Notebooks</b></td> | ||
| <td><b>Related media</b></td> | ||
| </tr> | ||
| <tr> | ||
| <td rowspan="1"><a href="notebooks/01-use-cases/finance/front-office/cumulative-pnl/main.ipynb"> cumulative-pnl </a></td> | ||
| <td><a href="https://www.atoti.io/articles/dynamic-performance-analytics-handling-of-non-linear-aggregation/?utm_source=github">📰 Dynamic Performance Analytics: Handling of non-linear aggregation</a></td> | ||
| </tr> | ||
| <tr> | ||
| <td rowspan="1"><a href="notebooks/01-use-cases/finance/front-office/pnl-explained/main.ipynb"> pnl-explained </a></td> | ||
| <td><a href="https://www.atoti.io/articles/pnl-explained-with-atoti/?utm_source=github">📰 PnL Explained with atoti</a></td> | ||
| </tr> | ||
| <tr> | ||
| <td rowspan="2"><a href="notebooks/01-use-cases/finance/front-office/real-time-risk/main.ipynb"> real-time-risk </a></td> | ||
| <td><a href="https://www.atoti.io/guides/implementing-real-time-sources-with-atoti/?utm_source=github">📰 Implementing real-time sources with atoti</a></td> | ||
| </tr> | ||
| <tr> | ||
| <td valign="center"><a href="https://www.atoti.io/guides/implementing-real-time-sources-with-atoti/?utm_source=github">📰 Real-time risk analytics with atoti</a></td> | ||
| </tr> | ||
| </table> | ||
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| <br/> | ||
| <p align="center"> | ||
| Reach out to <a href="https://www.activeviam.com/contact-us/"><img src="https://data.atoti.io/notebooks/banners/ActiveViam-RVB-150dpi.png" alt="atoti logo" width="150px" /></a> for more information. | ||
| </p> |
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