nshahpazov

electronic-sports-predictions

Master Thesis repo containing code for the electronic sports real time prediction

rpubs

applied-predictive-modeling-in-python

automatic_testing

cash-inflow

Cash Inflow Time Series Analysis

coursera-deep-learning-specialization

Notes, programming assignments and quizzes from all courses within the Coursera Deep Learning specialization offered by deeplearning.ai: (i) Neural Networks and Deep Learning; (ii) Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization; (iii) Structuring Machine Learning Projects; (iv) Convolutional Neural Networks; (v) Sequence Models

deploying-machine-learning-models

Code for the online course "Deployment of Machine Learning Models"

dvc-getting-started

A walkthrough through DVC

farmer

fastapi-ml-skeleton

FastAPI Skeleton App to serve machine learning models production-ready.

fes-in-python

A python reproduction of the examples and chapters of Feature Engineering and Selection

fpp-in-python

Forecasting Principles and Practice in Python

houses

houses-ds-project

mle-course

MLE Course

nyc-bikership-analysis

An analysis on the 2016 Feb data of Citibike ridership data

pml

Probabilistic Machine Learning Notes

pycaret

An open-source, low-code machine learning library in Python

python-learning

shapr

Explaining the output of machine learning models with more accurately estimated Shapley values

sktime

A unified framework for machine learning with time series

StarSpace

Learning embeddings for classification, retrieval and ranking.

student-analysis

typo_test

wine

bandits

Small project to tackle the bandit problem in RL

nshahpazov

spaceflight

spaceflight

swe-essential-books

The canonical and partly opinionated list of books that every software engineer should read in their lifetime.

yeabm25

Yet Another BM25 algorithm implementation with the functionality to update the index with .update() method and produce per document vector.