TJ Murphy's repositories
BaoForPostgreSQL
A prototype implementation of Bao for PostgreSQL
dagster
An orchestration platform for the development, production, and observation of data assets.
dbt-core
dbt enables data analysts and engineers to transform their data using the same practices that software engineers use to build applications.
dbt-snowflake
dbt-snowflake contains all of the code enabling dbt to work with Snowflake
evals
Evals is a framework for evaluating OpenAI models and an open-source registry of benchmarks.
incubator-airflow
Apache Airflow (Incubating)
KalmanFilter
An exercise to explain/understand a kalman filter
lkpy
Python recommendation toolkit
moviegeek
A django website used in the book Practical Recommender Systems to illustrate how recommender algorithms can be implemented.
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
py-lambda-builder
Helper script to build C extensions as wheels to be bundled for AWS Lambda
python-causality-handbook
Causal Inference for the Brave and True. A light-hearted yet rigorous approach to learning about impact estimation and causality.
redis
Redis is an in-memory database that persists on disk. The data model is key-value, but many different kind of values are supported: Strings, Lists, Sets, Sorted Sets, Hashes, Streams, HyperLogLogs, Bitmaps.
sqlglot
Python SQL Parser and Transpiler
you-dont-need-a-bigger-boat
An end-to-end implementation of intent prediction with Metaflow and other cool tools