jeffamaxey's repositories
postgresml
PostgresML is an end-to-end machine learning system. It enables you to train models and make online predictions using only SQL, without your data ever leaving your favorite database.
dvc
🦉Data Version Control | Git for Data & Models | ML Experiments Management
optimus
:truck: Agile Data Preparation Workflows made easy with Pandas, Dask, cuDF, Dask-cuDF, Vaex and PySpark
pyutilib
A collection of general Python utilities, including logging and file IO, subprocess management, plugin systems, and workflow management.
pyzo
Python to the people
data-workspace
Allows users to access data and launch applications to analyse it
featuretools
An open source python library for automated feature engineering
refinery-platform
The Refinery Platform is a data management, analysis and visualization system for bioinformatics and computational biology applications. The platforms consists of three major components: a data repository with rich metadata capabilities, a workflow engine based on the popular Galaxy system, and visualization tools to support the exploration and interpretation of results at all stages of the analysis process.
ontask_b
A platform offering teachers and educational designers the capacity to use data to personalise the learner experience.
numerous
Numerous - an object-oriented modelling and simulation engine.
peewee
a small, expressive orm -- supports postgresql, mysql and sqlite
zimagi
Zimagi - Modular Data Integration, Processing, and Distribution Platform
xlwings
xlwings is a Python library that makes it easy to call Python from Excel and vice versa. It works with Excel on Windows and macOS as well as with Google Sheets and Excel on the web.
pyql
Cython QuantLib wrappers
django-extensions
This is a repository for collecting global custom management extensions for the Django Framework.
tablite
multiprocessing enabled out-of-memory data analysis library for tabular data.
batchflow
BatchFlow helps you conveniently work with random or sequential batches of your data and define data processing and machine learning workflows even for datasets that do not fit into memory.
explainerdashboard
Quickly build Explainable AI dashboards that show the inner workings of so-called "blackbox" machine learning models.
dowhy
DoWhy is a Python library for causal inference that supports explicit modeling and testing of causal assumptions. DoWhy is based on a unified language for causal inference, combining causal graphical models and potential outcomes frameworks.
Riskfolio-Lib
Portfolio Optimization and Quantitative Strategic Asset Allocation in Python
orchest
Build data pipelines, the easy way 🛠️
ploomber
The fastest ⚡️ way to build data pipelines. Develop iteratively, deploy anywhere. ☁️
hatch
Modern, extensible Python project management
kartothek
A consistent table management library in python
mljar-supervised
Python package for AutoML on Tabular Data with Feature Engineering, Hyper-Parameters Tuning, Explanations and Automatic Documentation
lifelines
Survival analysis in Python
django-rest-framework
Web APIs for Django. 🎸
datmo
Open source production model management tool for data scientists
stackn
Lightweight and highly customizable MLOps on K8s. Experiment in Notebooks. Serve models using MLFLow and more. Create and deploy your own AI apps and UIs. Configure your own unique MLOps environment.
dirigible-spreadsheet
Dirigible, the Pythonic spreadsheet in your browser