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Code related to my YouTube vids!
Fast and memory-efficient exact attention
a high-performance, POSIX-ish Amazon S3 file system written in Go
Building a GPT-like LLM from scratch with PyTorch.
Material and projects from the Data Science & Machine Learning Collaborative Learning Meetup group
Implement a ChatGPT-like LLM in PyTorch from scratch, step by step
A free virtual hackathon for building AI agents with Microsoft and Azure.
Tutorials on computer vision with PyTorch and FiftyOne
Refine high-quality datasets and visual AI models
Repository containing all baseball related code that has been created,
Enhanced version of Retrosheet (http://www.retrosheet.org) data.
Jupyter notebooks with time series analysis scripts
SQL Lineage Analysis Tool powered by Python
Pull current and historical baseball statistics using Python (Statcast, Baseball Reference, FanGraphs)
You can't download a csv file of all the statcast data thats ever been made available anywhere, but with the code in this repo its very straightforward. On top of that, since you'll already be usin…
A dev container for PostgreSQL with SQLAlchemy
Clone from Numeristical's https://github.com/numeristical/resources/tree/master/BaseballPred
A repository to follow along with Andrew Trask's "Grokking Deep Learning" by modelling baseball statistics using various architectures of neural networks built from scratch.
Predicting MLB Games Using Bayesian Models
Research project for the Institute for Computing in Research
"I'd walk through hell in a gasoline suit to play baseball." - Pete Rose (Charlie Hustle). Python scripts to pull MLB Gameday and stats data, build models, predict outcomes, make plays.
Machine Learning Model for Sport Predictions (Football, Basketball, Baseball, Hockey, Soccer & Tennis)
This data science project aims to develop a machine learning model to predict the outcomes of MMA fights, using historical data and betting odds
Python implementation of Shin's method for calculating implied probabilities from bookmaker odds
script for downloading bets from oddsportal.com
Python script to scrape Bet365 odds using Selenium.
Prebuilt Docker images with Retrosheet's complete baseball history data for many analytical frameworks. Includes Postgres, cstore_fdw, MySQL, SQLite, Clickhouse, Drill, Parquet, and CSV.