T.J. Bay's Projects
Advent of Code 2021 - Probably not complete!
A curated list of awesome Python frameworks, libraries, software and resources
A list of /uses pages detailing developer setups, gear, software and configs.
:mortar_board: Path to a free self-taught education in Computer Science!
The Data Engineering Cookbook
The Economist's model to estimate excess deaths to the covid-19 pandemic
Cheat Sheets
Continually updated data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.
Open Source Data Science Resources.
A deep learning environment and jupyter notebooks
Exemplary, annotated machine learning pipeline for any tabular data problem.
Exult is a project to recreate Ultima 7 for modern operating systems, using the game's original plot, data, and graphics files.
Collection of notebooks about quantitative finance, with interactive python code.
End-to-end machine learning project showing key aspects of developing and deploying ML driven application
A CLI for downloading Giant Bomb videos.
The Open Source Data Science Masters
A curated list of applied machine learning and data science notebooks and libraries across different industries.
basic kMeans implementation
Code Repository for Machine Learning with PyTorch and Scikit-Learn
A booklet on machine learning systems design with exercises
A comparison of sklearn classifiers for the MAGIC telescope simulated data.
Domestic gross prediction for movies using a variety of data sources, feature building and a simple linear regression.
Natural Language Processing Best Practices & Examples
Transforms PDF, Documents and Images into Enriched Structured Data
Comprehensive Python Cheatsheet
Questions to ask the company during your interview
React
Typescript
Django
Laravel
Facebook
Microsoft
Google
Alibaba
D3
Tencent