mbahmani's repositories
LightGBM
A fast, distributed, high performance gradient boosting (GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks. It is under the umbrella of the DMTK(http://github.com/microsoft/dmtk) project of Microsoft.
tensorflow
Computation using data flow graphs for scalable machine learning
awesome-data-engineering
A curated list of data engineering tools for software developers
RapidFuzz
Rapid fuzzy string matching in Python using various string metrics
arc42-template
arc42 - the template for software architecture documentation and communication
conventionalcommits.org
The conventional commits specification
data-engineering-scripts
Data engineering scripts that are useful for daily tasks
data-engineering-zoomcamp
Free Data Engineering course!
Datasets
Machine learning datasets used in tutorials on MachineLearningMastery.com
ditto
Code for the paper "Deep Entity Matching with Pre-trained Language Models"
gitignore
A collection of useful .gitignore templates
oboe
A model selection system for AutoML (automated machine learning) that uses ideas from collaborative filtering and classical experiment design.
openml-pimp
Parameter Importance according to OpenML
paper-template
Template for a new paper repository with code, data, and a LaTeX manuscript. Use the Github "Import repository" to create a new paper.
pmf-automl
Data and code related to the paper "Probabilistic matrix factorization for automated machine learning", NIPS, 2018.
pytorch-chatbot
Simple chatbot implementation with PyTorch.
scikit-learn
scikit-learn: machine learning in Python