Tarek's Projects
Probabilistic Data Structures and Algorithms in Python
Petastorm library enables single machine or distributed training and evaluation of deep learning models from datasets in Apache Parquet format. It supports ML frameworks such as Tensorflow, Pytorch, and PySpark and can be used from pure Python code.
Setting up a Spark cluster on Raspberry Pi's
The interactive graphing library for Python (includes Plotly Express) :sparkles:
Fast multi-threaded DataFrame library in Rust | Python | Node.js
Book documentation of the Polars DataFrame library
Official code repo for the O'Reilly Book - Practical Deep Learning for Cloud, Mobile & Edge
Repository for Book on Practical Time Series Analysis by Aileen Nielsen
Repository of notes, code and notebooks in Python for the book Pattern Recognition and Machine Learning by Christopher Bishop
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 ;)
Probabilistic reasoning and statistical analysis in TensorFlow
PRObabilistic CLAssification Metrics for PLAsTiCC
Repository for the book
Template for writing summary report for Papers With Code's Reproducibility Challenge
Unix shell, GPG-based password manager
Rust bindings for the Python interpreter
Python code for "Machine learning: a probabilistic perspective" (2nd edition)
Python Testing with pytest by Brian Okken
A collection of design patterns/idioms in Python
Jupyter Notebooks for the Python Data Science Handbook
A quine that plays snake over its own source!
RAS Techniques and Instruments Submission Template
Reinforcement Learning Cheat Sheet
Reinforcement Learning examples implementation and explanation
Statistical Rethinking (2nd ed.) with NumPyro
A library that provides an embeddable, persistent key-value store for fast storage.