A curated list of practical business machine learning (BML) and business data science (BDS) applications for Accounting, Customer, Employee, Legal, Management and Operations (by @firmai)

✭ 575

jupyter-notebook machine-learning jupyter example datascience

10. Pandapy

PandaPy has the speed of NumPy and the usability of Pandas 10x to 50x faster (by @firmai)

✭ 474

python machine-learning data-science data-structures numpy pandas finance algorithmic-trading arrays

11. Deltapy

DeltaPy - Tabular Data Augmentation (by @firmai)

✭ 344

jupyter-notebook machine-learning data-science time-series finance data-augmentation feature-extraction feature-engineering tabular-data augmentation

12. Atspy

AtsPy: Automated Time Series Models in Python (by @firmai)

✭ 340

python time-series finance forecasting time-series-analysis automated

13. Pandasvault

Advanced Pandas Vault — Utilities, Functions and Snippets (by @firmai).

✭ 316

python data-science data-structures pandas table snippets dataframe functions tips

14. ml-fairness-framework

FairPut - Machine Learning Fairness Framework with LightGBM — Explainability, Robustness, Fairness (by @firmai)

✭ 59

Jupyter Notebook contrastive counterfactual explainable-ai explainable-ml xai interpretable-machine-learning fairness-ai aif360 fairness-ml alibi prototypical aix360 fairness-indicators

15. mtss-gan

MTSS-GAN: Multivariate Time Series Simulation with Generative Adversarial Networks (by @firmai)

✭ 77

finance time-series simulation generative-adversarial-network stress-test similarity-measures multivariate-data model-validation synthetic-data multivariate-timeseries synthetic-dataset-generation adverserial

1-15 of 15 user projects