stdiff
He likes programming related to mathematics, statistics and machine learning. He often writes codes in Python, R and Scala.
Germany
Pinned Repositories
adhoc
Helper classes and functions for an ad hoc analysis with/without machine learning
Apriori
Python Implementation of Apriori Algorithm for finding Frequent sets and Association Rules
Arrow
Perl modules for data mining
dvc-usecase
A skelton of a data science project with DVC
emo-classifier
Project of a sample ML pipeline
hotels
Streamlit dashboard for Hotel data set
mlflow-app
template a data science project with MLflow
model_enhanced
Just helper classes for MLflow
sandbox
Various scripts and analysis
smage
Docker image for AWS SageMaker
stdiff's Repositories
stdiff/Arrow
Perl modules for data mining
stdiff/Apriori
Python Implementation of Apriori Algorithm for finding Frequent sets and Association Rules
stdiff/dvc-usecase
A skelton of a data science project with DVC
stdiff/mlflow-app
template a data science project with MLflow
stdiff/model_enhanced
Just helper classes for MLflow
stdiff/sandbox
Various scripts and analysis
stdiff/adhoc
Helper classes and functions for an ad hoc analysis with/without machine learning
stdiff/emo-classifier
Project of a sample ML pipeline
stdiff/hotels
Streamlit dashboard for Hotel data set
stdiff/smage
Docker image for AWS SageMaker
stdiff/justatest
Just a test
stdiff/kraps
stdiff/math--matrixreal
Matrices of real numbers in Perl
stdiff/practice-pig
Hint about how to practice Pig Latin
stdiff/ps-env
Dockerfile to create an environment of PySpark
stdiff/purchase_data
Analysis Purchase Data
stdiff/recommender_systems
Some analysis, implement and experiment in relation to recommender systems
stdiff/stdiff.github.io
A mathematician in a broader sense
stdiff/tfidf
Recommender System without collaborative filtering (classifications and more)