Projects in Awesome Lists by firmai
A curated list of projects in awesome lists by firmai .
https://github.com/firmai/financial-machine-learning
A curated list of practical financial machine learning tools and applications.
algorithmic-trading cryptocurrency finance investment quant quantitative-finance stock-market trading-strategies
Last synced: 13 May 2025
https://github.com/firmai/industry-machine-learning
A curated list of applied machine learning and data science notebooks and libraries across different industries (by @firmai)
data-science datascience example firmai jupyter-notebook machine-learning practical-machine-learning python
Last synced: 14 May 2025
https://github.com/firmai/machine-learning-asset-management
Machine Learning in Asset Management (by @firmai)
algorithmic-trading assets-management google-colab jupyter-notebook machine-learning portfolio-optimization quant quantitative-finance trading-strategies
Last synced: 16 May 2025
https://github.com/firmai/data-science-career
Career Resources for Data Science, Machine Learning, Big Data and Business Analytics Career Repository
analytics big-data business-analytics business-intelligence career data-science machine-learning resources
Last synced: 07 Oct 2025
https://github.com/firmai/business-machine-learning
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)
business-machine-learning datascience example jupyter jupyter-notebook machine-learning practical-machine-learning
Last synced: 06 May 2025
https://github.com/firmai/pandapy
PandaPy has the speed of NumPy and the usability of Pandas 10x to 50x faster (by @firmai)
algorithmic-trading arrays data-science data-structures finance machine-learning numpy pandas structured-data
Last synced: 06 May 2025
https://github.com/firmai/deltapy
DeltaPy - Tabular Data Augmentation (by @firmai)
augmentation data-augmentation data-science feature-engineering feature-extraction finance machine-learning tabular-data time-series
Last synced: 24 Oct 2025
https://github.com/firmai/atspy
AtsPy: Automated Time Series Models in Python (by @firmai)
automated finance forecasting forecasting-models python time-series time-series-analysis
Last synced: 06 May 2025
https://github.com/firmai/python-business-analytics
Python solutions to solve practical business problems.
applied-machine-learning business-analytics business-data-science business-intelligence business-machine-learning practical-machine-learning python-business-analytics python-for-business
Last synced: 06 May 2025
https://github.com/firmai/pandasvault
Advanced Pandas Vault — Utilities, Functions and Snippets (by @firmai).
data-science data-structures dataframe functions pandas python snippets table tips
Last synced: 06 May 2025
https://github.com/firmai/datagene
DataGene - Identify How Similar TS Datasets Are to One Another (by @firmai)
data-structures data-transformations dataset-generation dataset-similarity decomposition distance-calculations distance-measures encoding finance model-checking predictive-maintenance similarity-measures similarity-score synthesizers synthetic-data synthetic-dataset-generation testing-framework transformation-recipes
Last synced: 11 Jul 2025
https://github.com/firmai/interactive-corporate-report
ICR - Automated and Intelligent Company Report Built in Python (by @firmai)
Last synced: 06 May 2025
https://github.com/firmai/tsgan
Time-series Generative Adversarial Networks (fork from the ML-AIM research group on bitbucket))
Last synced: 06 May 2025
https://github.com/firmai/business-analytics-and-mathematics-python-book
Advanced Business Analytics and Mathematics with Python (by @firmai)
analytics business data-analysis data-science mathematics python
Last synced: 06 May 2025
https://github.com/firmai/scrapers
Scrapers from a project in 2018. Yelp, Spyfu, Similarweb, Morningstar, Linkedin, Instagram, Inside, Glassdoor, Facebook, Eat24, Doordash, Angellist.
Last synced: 06 May 2025
https://github.com/firmai/mtss-gan
MTSS-GAN: Multivariate Time Series Simulation with Generative Adversarial Networks (by @firmai)
adverserial finance generative-adversarial-network model-validation multivariate-data multivariate-timeseries similarity-measures simulation stress-test synthetic-data synthetic-dataset-generation time-series
Last synced: 02 May 2025
https://github.com/firmai/techniques
Jupyter Notebook and Python business intelligence tools and techniques. [Raw upload]
Last synced: 06 May 2025
https://github.com/firmai/ml-fairness-framework
FairPut - Machine Learning Fairness Framework with LightGBM — Explainability, Robustness, Fairness (by @firmai)
aif360 aix360 alibi contrastive counterfactual explainable-ai explainable-ml fairness-ai fairness-indicators fairness-ml interpretable-machine-learning prototypical xai
Last synced: 06 May 2025
https://github.com/firmai/business-datasets
A selection of business datasets
Last synced: 06 May 2025
https://github.com/firmai/business-machine-learning-vendors
A directory of the top business machine learning vendors
Last synced: 12 Jun 2025
https://github.com/firmai/firmai.github.io
Open Business Analytics and Data Science Research
Last synced: 08 Oct 2025
https://github.com/firmai/financial-machine-learning-regulation
A look at regulatory challenges and recommendation in the age of AI. Investigating topics like monopoly formation, machine learning auditability, bias mitigation strategies and automated regulatory monitoring.
Last synced: 06 May 2025
https://github.com/firmai/reddit-data-science-project-ideas
Reddit Data Science Project Ideas
data-science-project-ideas data-science-projects reddit-data-science
Last synced: 06 May 2025
https://github.com/firmai/simple-machine-learning-glossary
Simple Machine Learning and Data Science Definitions without Copyright
Last synced: 12 Oct 2025
https://github.com/firmai/tflm
Advanced Transformations and Interactions for Linear Models using Hybrid Machine Learning Models and SHapley Additive exPlanations
Last synced: 30 Jun 2025
https://github.com/firmai/quant-finance-seminars
Weekly Quant Finance Seminars
Last synced: 11 Jun 2025
https://github.com/firmai/tabular-data-generators
A Collection of Cross-Sectional and Time-Series Generators
Last synced: 18 Oct 2025
https://github.com/firmai/google-colab-website
FirmAI Labs - World's First Google Colab Website
Last synced: 06 May 2025
https://github.com/firmai/datastat
Dataset Statistics to Compare Real or Training Data with Generated or Test Data
Last synced: 06 May 2025
https://github.com/firmai/financial-pde-discovery
Financial PDE Discovery using Machine Learning
Last synced: 06 May 2025
https://github.com/firmai/experimental-statistics
A repository of experimental statistical techniques that improve on "well-accepted" solutions.
Last synced: 06 May 2025
https://github.com/firmai/ffood
FFOOD - Framework for Feature and Observation Outlier Detection using ML-based Residual Analysis Methods
Last synced: 06 May 2025
https://github.com/firmai/citieslover-public
Allows users to scrape select web pages and upload them to S3 bucket.
Last synced: 06 May 2025
https://github.com/firmai/numfy
Fast Vectorised NumPy Functions for Finance
Last synced: 06 May 2025
https://github.com/firmai/bit
Forked template from Christoph Molnar, testing out website integration
Last synced: 14 Oct 2025
https://github.com/firmai/fairdata
A Python package that implements model-agnostic pre-and post-processing to mitigate unfairness in machine learning prediction
Last synced: 06 May 2025
https://github.com/firmai/fairxgb
FairXGB - Fair eXplainable Gradient Boosting Method
Last synced: 06 May 2025