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fintech-awesome-libraries

compilation of libraries that have been helpful for data analysis
https://github.com/Davelexic/fintech-awesome-libraries

Last synced: 1 day ago
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Cryptography
- paramiko - The leading native Python SSHv2 protocol library.
- pynacl - Python binding to the Networking and Cryptography (NaCl) library.
- cryptography - A package designed to expose cryptographic primitives and recipes to Python developers.
- passlib - Secure password storage/hashing library, very high level.
Data Analysis
- Blaze - NumPy and Pandas interface to Big Data.
- Open Mining - Business Intelligence (BI) in Pandas interface.
- Pandas - A library providing high-performance, easy-to-use data structures and data analysis tools.
- Pandas Profiling - generates profile report off of pandas database.
- AWS Data Wrangler - Pandas on AWS.
- Optimus - Agile Data Science Workflows made easy with PySpark.
Data Visualization
- General Purposes
  - Matplotlib - Plotting with Python.
  - seaborn - Statistical data visualization using matplotlib.
  - prettyplotlib - Painlessly create beautiful matplotlib plots.
  - python-ternary - Ternary plotting library for python with matplotlib.
  - missingno - Missing data visualization module for Python.
  - chartify - Python library that makes it easy for data scientists to create charts.
  - physt - Improved histograms.
  - chartify - Python library that makes it easy for data scientists to create charts.
- Interactive plots
  - animatplot - A python package for animating plots build on matplotlib.
  - Bokeh - Interactive Web Plotting for Python.
  - bqplot - Plotting library for IPython/Jupyter notebooks
  - pyecharts - a charting and visualization library, to Python's interactive visual drawing library.
  - Altair - Declarative statistical visualization library for Python. Can easily do many data transformation within the code to create graph
  - plotly - A Python library that makes interactive and publication-quality graphs.
- Map
  - geemap - Python package for interactive mapping with Google Earth Engine (GEE)
  - folium - Makes it easy to visualize data on an interactive open street map
  - geemap - Python package for interactive mapping with Google Earth Engine (GEE)
- Automatic Plotting
  - HoloViews - Stop plotting your data - annotate your data and let it visualize itself.
  - AutoViz
  - SweetViz
  - HoloViews - Stop plotting your data - annotate your data and let it visualize itself.
Websites
- Automated Machine Learning
Database Drivers
- Automatic Plotting
  - awesome-postgres
  - psycopg2 - The most popular PostgreSQL adapter for Python.
  - sqlite3 - (Python standard library) SQlite interface compliant with DB-API 2.0
Date and Time
- Automatic Plotting
  - Arrow - A Python library that offers a sensible and human-friendly approach to creating, manipulating, formatting and converting dates, times and timestamps.
  - pytz - World timezone definitions, modern and historical.
  - dateutil - Powerful extensions to the standard datetime module
Decentralized Systems
- Automatic Plotting
  - Bitcoin - Bitcoin services and tools for software developers.
  - Ripple - Open source distributed settlement network.
  - Non-Financial Blockchain - Non-financial blockchain applications.
  - Ethereum - Distributed computing platform for smart contract development.
  - Blockchain AI - Blockchain projects for artificial intelligence and machine learning.
  - EOSIO - A decentralized operating system supporting industrial-scale apps.
  - Waves - Open source blockchain platform and development toolset for Web 3.0 apps and decentralized solutions.
  - Substrate - Framework for writing scalable, upgradeable blockchains in Rust.
Deployment
- Automatic Plotting
  - binder - Enable sharing and execute Jupyter Notebooks
  - fastapi - Modern, fast (high-performance), web framework for building APIs with Python
  - datapane - A collection of APIs to turn scripts and notebooks into interactive reports.
Machine Learning
- Automatic Plotting
  - awesome-machine-learning
  - Shogun - Machine learning toolbox.
Theory
- Automated Machine Learning
  - Papers We Love
  - Talks
  - Algorithms
  - Education - Learning and practicing.
  - Algorithm Visualizations
  - Artificial Intelligence
  - Search Engine Optimization
  - Competitive Programming
  - Math
  - Recursion Schemes - Traversing nested data structures.
Learn
- Automated Machine Learning
  - CLI Workshoppers - Interactive tutorials.
  - Learn to Program
  - Speaking
  - Tech Videos
  - Computer History
  - Educational Games - Learn while playing.
  - Product Management - Learn how to be a better product manager.
  - Roadmaps - Gives you a clear route to improve your knowledge and skills.
  - YouTubers - Watch video tutorials from YouTubers that teach you about technology.
Work
- Automated Machine Learning
  - Slack - Team collaboration.
  - Communities
  - Remote Jobs
  - Productivity
  - Niche Job Boards
  - Programming Interviews
  - Code Review - Reviewing code.
  - Creative Technology - Businesses & groups that specialize in combining computing, design, art, and user experience.
Newsletters
- Automated Machine Learning
  - Python Tricks
Books
Business
- Open Companies
- Places to Post Your Startup
- OKR Methodology - Goal setting & communication best practices.
- Leading and Managing - Leading people and being a manager in a technology company/environment.
- Indie - Independent developer businesses.
- Tools of the Trade - Tools used by companies on Hacker News.
- Clean Tech - Fighting climate change with technology.
- Wardley Maps - Provides high situational awareness to help improve strategic planning and decision making.
- Social Enterprise - Building an organization primarily focused on social impact that is at least partially self-funded.
- Engineering Team Management - How to transition from software development to engineering management.
- Developer-First Products - Products that target developers as the user.
Cheats sheets
- Github Cheat sheet - A collection of cool hidden and not so hidden features of Git and GitHub.
- Git tips - Collection of tips for Git.
- Data Manipulation - Data mutation.
- Data Science Cheatsheet

Programming Languages

Python 18 TypeScript 3 JavaScript 2 Shell 2 HTML 1 Markdown 1 CSS 1 C 1

Ecosyste.ms: Awesome

fintech-awesome-libraries

Cryptography

Data Analysis

Data Visualization

General Purposes

Interactive plots

Map

Automatic Plotting

Websites

Automated Machine Learning

Database Drivers

Automatic Plotting

Date and Time

Automatic Plotting

Decentralized Systems

Automatic Plotting

Deployment

Automatic Plotting

Machine Learning

Automatic Plotting

Theory

Automated Machine Learning

Learn

Automated Machine Learning

Work

Automated Machine Learning

Newsletters

Automated Machine Learning

Books

Business

Cheats sheets