KOrfanakis

keras

Deep Learning for humans

scikit-learn

scikit-learn: machine learning in Python

pandas

Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more

handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

numpy

The fundamental package for scientific computing with Python.

pytudes

Python programs, usually short, of considerable difficulty, to perfect particular skills.

matplotlib

matplotlib: plotting with Python

badges

:pencil: Markdown code for lots of small badges :ribbon: :pushpin: (shields.io, forthebadge.com etc) :sunglasses:. Contributions are welcome! Please add yours!

ipywidgets

Interactive Widgets for the Jupyter Notebook

open-data

Free football data from StatsBomb

machine-learning-project-walkthrough

An implementation of a complete machine learning solution in Python on a real-world dataset. This project is meant to demonstrate how all the steps of a machine learning pipeline come together to solve a problem!

lmfit-py

Non-Linear Least Squares Minimization, with flexible Parameter settings, based on scipy.optimize, and with many additional classes and methods for curve fitting.

visualkeras

Visualkeras is a Python package to help visualize Keras (either standalone or included in TensorFlow) neural network architectures. It allows easy styling to fit most needs. This module supports layered style architecture generation which is great for CNNs (Convolutional Neural Networks), and a graph style architecture, which works great for most models including plain feed-forward networks.

statsbombpy

Easily stream StatsBomb data into Python

HackerRank-Solutions

Solutions to HackerRank practice, tutorials and interview preparation problems with Python, SQL, C# and JavaScript

mplsoccer

Football pitch plotting library for matplotlib

8-Week-SQL-Challenge

#8WeekSQLChallenge by Danny Ma.

health-analysis

This case study is contained within the Serious SQL course by Danny Ma

BTC-ARIMA-Model

Stocks-Analysis-Dashboard

WIP - Dashboard with stock price analysis (Volume, RSI, MACD)

Football-Notebooks

Collection of notebooks I have done on football scraping the data from FBref,Whoscored and Understat.

Coherence_from_Interferometry

A tutorial on using Python to extract the fringe contrast from an interferogram and calculate the temporal decay of the first-order correlation function.

nlp-fundamentals-python

ODSC AI+: NLP Fundamentals in Python

introduction-to-decision-analysis

This repository contains tutorials/explanations about decision analysis. Some examples of decision analysis also performed using R programming languages.