fintech-awesome-libraries
github.com/davelexic/fintech-awesome-libraries ↗compilation of libraries that have been helpful for data analysis
Use this list with your AI agent
Add the Context Awesome MCP server to Claude, Cursor, or any MCP client, then ask:
"Show me interactive plots resources from fintech-awesome-libraries"
Installation instructions →What's inside
Evaluation
- AI Fairness 360
Fairness metrics for datasets and ML models, explanations and algorithms to mitigate bias in datasets and models.
- recmetrics
Library of useful metrics and plots for evaluating recommender systems.
- sklearn-evaluation
Model evaluation made easy: plots, tables and markdown reports.
Theory
- Algorithms
Learning and practicing.
- Algorithm Visualizations
- Artificial Intelligence
- Competitive Programming
- Education
Learning and practicing.
- Math
Statistics
- Alphalens
Performance analysis of predictive (alpha) stock factors.
- Pandas Profiling
Create HTML profiling reports from pandas DataFrame objects.
- pandas_summary
Extension to pandas dataframes describe function.
- scikit-posthocs
Pairwise Multiple Comparisons Post-hoc Tests.
- statsmodels
Statistical modeling and econometrics in Python.
- stockstats
Supply a wrapper
Data Visualization
- AltairInteractive plots
Declarative statistical visualization library for Python. Can easily do many data transformation within the code to create graph
- animatplotInteractive plots
A python package for animating plots build on matplotlib.
- AutoVizAutomatic Plotting
- BokehInteractive plots
Interactive Web Plotting for Python.
- bqplotInteractive plots
Plotting library for IPython/Jupyter notebooks
- chartifyGeneral Purposes
Python library that makes it easy for data scientists to create charts.
Date and Time
- Arrow
A Python library that offers a sensible and human-friendly approach to creating, manipulating, formatting and converting dates, times and timestamps.
- bayesloop
Probabilistic programming framework that facilitates objective model selection for time-varying parameter models.
- Chronyk
A Python 3 library for parsing human-written times and dates.
- dateutil
Powerful extensions to the standard datetime module
- delorean
A library for clearing up the inconvenient truths that arise dealing with datetimes.
- luminol
Anomaly Detection and Correlation library.
Machine Learning
- auto-sklearnAutomated Machine Learning
An automated machine learning toolkit and a drop-in replacement for a scikit-learn estimator.
- causalml
Uplift modeling and causal inference with machine learning algorithms.
- cuML
RAPIDS Machine Learning Library.
- gym
A toolkit for developing and comparing reinforcement learning algorithms.
- H2O
Open Source Fast Scalable Machine Learning Platform.
- hyperlearn
50%+ Faster, 50%+ less RAM usage, GPU support re-written Sklearn, Statsmodels.
Database Drivers
- awesome-mysql
A pure Python MySQL driver compatible to mysql-python.
- awesome-postgres
A wrapper of the psycopg2 library for interacting with PostgreSQL.
- awesome-sqlite
A supercharged SQLite library built on top of
- mysqlclient
MySQL connector with Python 3 support (
- psycopg2
The most popular PostgreSQL adapter for Python.
- PyMySQL
A pure Python MySQL driver compatible to mysql-python.
Showing a sample of 194 resources. View the full list on GitHub →