Anatoly's Projects
Aesara is a Python library that allows one to define, optimize, and efficiently evaluate mathematical expressions involving multi-dimensional arrays.
Serverless ETL pipeline and OLAP database for air quality data analytics based on AWS cloud
Preject for https://github.com/Kinetikm/AppliedPythonF2019 course
:books: List of awesome university courses for learning Computer Science!
D3S - Discriminative Single Shot Segmentation Tracker (CVPR 2020)
π¦Data Version Control | Git for Data & Models
π DVC website and documentation
120+ interactive Python coding interview challenges (algorithms and data structures). Includes Anki flashcards.
100 exercises to learn JAX
C++ lectures
My nvim config for development
A python library and command-line client for file storage on OSF
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
Analisys of air quality data in Moscow
Probabilistic Programming in Python: Bayesian Modeling and Probabilistic Machine Learning with Aesara
PyTensor is a fork of Aesara -- a Python library for defining, optimizing, and efficiently evaluating mathematical expressions involving multi-dimensional arrays.
Streaming sparse Gaussian process approximations
A simple inline calendar for Telegram bots
A Pytree Module system for Deep Learning in JAX