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Jacob Baumbach's Projects

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Apache Arrow is a cross-language development platform for in-memory data. It specifies a standardized language-independent columnar memory format for flat and hierarchical data, organized for efficient analytic operations on modern hardware. It also provides computational libraries and zero-copy streaming messaging and interprocess communication. Languages currently supported include C, C++, Java, JavaScript, Python, and Ruby.

gqlalchemy icon gqlalchemy

GQLAlchemy is a library developed with the purpose of assisting in writing and running queries on Memgraph. GQLAlchemy supports high-level connection to Memgraph as well as modular query builder.

haskellsandbox icon haskellsandbox

Answer to exercises and follow along code from "Haskell Programming From First Principles"

l2v_sandbox icon l2v_sandbox

Partial compilation of the work I have done on the Like2Vec project.

lance icon lance

Modern columnar data format for ML and LLMs implemented in Rust. Convert from parquet in 2 lines of code for 100x faster random access, vector index, and data versioning. Compatible with Pandas, DuckDB, Polars, Pyarrow, with more integrations coming..

mcwmd icon mcwmd

Implementation of Monte Carlo Word Movers Distance in Python with TensorFlow

pca icon pca

Collects data from Compete, runs it through two different PCA functions I created and sklearn's function and then runs three separate regressions each with the data generated by each function. All three regressions have identical results, validating my two PCA functions

python_tale icon python_tale

Multilayer RNN in TensorFlow for Character Level Prediction

scalameta icon scalameta

Your favorite language gets closer to bare meta.

scalaschool icon scalaschool

My own Scala exercises for the tutorials from Scala School

streamkde icon streamkde

Implementation of a streaming kernel density estimation algorithm in Scala

sv icon sv

Comma (and other) separated values

trendoff icon trendoff

Data Pipeline for Twitter implemented in Scala and uses Spark, Docker, Cassandra and Kafka

zio icon zio

ZIO — A type-safe, composable library for async and concurrent programming in Scala

zio-sql icon zio-sql

Type-safe, composable SQL for ZIO applications

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