Stars
Faker is a Python package that generates fake data for you.
GeoLift is an end-to-end geo-experimental methodology based on Synthetic Control Methods used to measure the true incremental effect (Lift) of ad campaign.
Create delightful software with Jupyter Notebooks
Implementation of Alphafold 3 from Google Deepmind in Pytorch
Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch
Some notes on things I find interesting and important.
Optimization Models used in my e-book with the same title
A Python-embedded modeling language for convex optimization problems.
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 graphic…
A curated list of biomedical knowledge graphs and of resources for their construction.
An extensible, lightweight relational/logic programming DSL written in pure Python
PyTensor allows you to define, optimize, and efficiently evaluate mathematical expressions involving multi-dimensional arrays.
A ready-to-use curated list of Spectral Indices for Remote Sensing applications.
Meridian is an MMM framework that enables advertisers to set up and run their own in-house models.
Probabilistic Hierarchical forecasting 👑 with statistical and econometric methods.
Level-up your Hypothesis tests with CrossHair
Universal model exchange and serialization format for decision tree forests
Evaluate computational models on their alignment to behavioral and neural measurements in the domain of language
A framework for evaluating models on their alignment to brain and behavioral measurements (100+ benchmarks)
Statistical Rethinking with PyTorch and Pyro