sangamswadik Goto Github PK

pymc

Probabilistic Programming in Python: Bayesian Modeling and Probabilistic Machine Learning with PyTensor

pymc-data-umbrella

Website: Data Umbrella & PyMC open source sessions

pymc-examples

Examples of PyMC models, including a library of Jupyter notebooks.

pymc-marketing

Bayesian marketing toolbox in PyMC. Media Mix (MMM), customer lifetime value (CLV), buy-till-you-die (BTYD) models and more.

pymc.io

PyMC project website and blog!

pymcon_web_series_website

pytensor

PyTensor is a fork of Aesara -- a Python library for defining, optimizing, and efficiently evaluating mathematical expressions involving multi-dimensional arrays.

pytorch-serving-workshop

Slides and notebook for the workshop on serving bert models in production

resources

sangamswadik

sangamswadik.github.io

scikit-learn

scikit-learn: machine learning in Python

serve

Serve, optimize and scale PyTorch models in production

video-timestamps

Crowd sourced timestamps for PyMC Youtube videos

weather-tools

Apache Beam pipelines to make weather data accessible and useful.

web-development

Files related to Web development

what-happens-when

An attempt to answer the age old interview question "What happens when you type google.com into your browser and press enter?"

ydata-quality

Data Quality assessment with one line of code

yellowbrick

Visual analysis and diagnostic tools to facilitate machine learning model selection.

youtubevideotimestamps

Adding timestamps to NumFOCUS and PyData YouTube videos!

zenml

ZenML 🙏: Build portable, production-ready MLOps pipelines. https://zenml.io.