TheKoray's starred repositories
llm-course
Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.
LLMs-from-scratch
Implementing a ChatGPT-like LLM in PyTorch from scratch, step by step
gemma_pytorch
The official PyTorch implementation of Google's Gemma models
dash-sample-apps
Open-source demos hosted on Dash Gallery
Python-for-Algorithms--Data-Structures--and-Interviews
Files for Udemy Course on Algorithms and Data Structures
Dash-by-Plotly
Interactive data analytics
Sports-betting
Sports betting assistant (with interface) which optimizes earnings regarding odds and offers
SoccermaticsForPython
This repo is dedicated for people getting started with Python using the concepts derived from the book Soccermatics (Sumpter 2016)
Football_Prediction_Project
This project pulls past game data from api-football, and uses this to predict the outcome of future premier league matches with the use of classical machine learning techniques.
NBA_Betting
Using data analytics and machine learning to create a comprehensive and profitable system for predicting the outcomes of NBA games.
Soccer-Analyses
The code here is pretty much everything I use to create my datasets (from FBRef) or visuals. Most my scatter plots are made in Tableau, though, using the dataset created from the FBRef dataset download
cloud-computing-101
An introductory university course designed to equip students with a comprehensive understanding of various cloud computing models, architectures, and strategies.
futbol-data-visualizacion
Repositorio con info basica de archivos y documentos para la visualización de datos en fútbol y Python
MonteCarloFootballMatchSim
Predicting the outcomes of football matches using Monte Carlo simulations.
friends-of-tracking
A repository to showcase the skills I have learnt while completing a football analytics course by Friends of Tracking.
cluster-analysis-mls
Cluster analysis of MLS players using K means clustering and principal component analysis.
FbMatchPredictor
The code enclosed in this repository can be used to predict the outcome of football games
pl_elo_score
ELO score calculation for English Premier League football clubs
poissonandxgbmodel
Two models to predict English Premier League matches
matplotlib-tutorials
The Jupyter notebooks behind my my matplotlib tutorials.