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flake8

flake8 is a python tool that glues together pycodestyle, pyflakes, mccabe, and third-party plugins to check the style and quality of some python code.

lazypredict

Lazy Predict help build a lot of basic models without much code and helps understand which models works better without any parameter tuning

notebooker

Productionise & schedule your Jupyter Notebooks as easily as you wrote them.

tsfresh

Automatic extraction of relevant features from time series:

prophet

Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.

PlotNeuralNet

Latex code for making neural networks diagrams

ploomber

The fastest ⚡️ way to build data pipelines. Develop iteratively, deploy anywhere. ☁️

latexify_py

A library to generate LaTeX expression from Python code.

faker

Faker is a Python package that generates fake data for you.

silly

A python library for producing fanciful test data.

kubeflow

Machine Learning Toolkit for Kubernetes

Hystrix

Hystrix is a latency and fault tolerance library designed to isolate points of access to remote systems, services and 3rd party libraries, stop cascading failure and enable resilience in complex distributed systems where failure is inevitable.

pandarallel

A simple and efficient tool to parallelize Pandas operations on all available CPUs

models

Models and examples built with TensorFlow

diagrams

:art: Diagram as Code for prototyping cloud system architectures

stable-diffusion

A latent text-to-image diffusion model

dvc

🦉 ML Experiments and Data Management with Git

topsacred

Small collection of useful functions/tools to work with sacred databases.

omniboard

Web-based dashboard for Sacred

sacred

Sacred is a tool to help you configure, organize, log and reproduce experiments developed at IDSIA.

RedisDesktopManager

docker-mlflow-server

a docker image of the MLflow server component

mlflow-workshop-part-1

Partly lecture and partly a hands-on tutorial and workshop, this is a three part series on how to get started with MLflow. In this three part series, we will cover MLflow Tracking, Projects, Models, and Model Registry.

mlflow

Open source platform for the machine learning lifecycle

aeron

Efficient reliable UDP unicast, UDP multicast, and IPC message transport

handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

pandas-ta

Technical Analysis Indicators - Pandas TA is an easy to use Python 3 Pandas Extension with 150+ Indicators

zipline

Zipline, a Pythonic Algorithmic Trading Library

awesome-systematic-trading

A curated list of awesome libraries, packages, strategies, books, blogs, tutorials for systematic trading.

pandas_flavor

The easy way to write your own flavor of Pandas