Jacob Baumbach's repositories
Like2Vec_TensorFlow
Implementing Like2Vec (Word2Vec for users or items) using TensorFlow
kafka-stream-session-example
Kafka Stream application that tracks a user session
adorn-feedstock
A conda-smithy repository for adorn.
arrow
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.
freestyle-kafka-example
An example of creating a Kafka Producer and Consumer using freestyle kafka
freestyle-macro
Macros to make using Freestyle easier
HaskellSandbox
Answer to exercises and follow along code from "Haskell Programming From First Principles"
Python_Tale
Multilayer RNN in TensorFlow for Character Level Prediction
firstthinkful
Test of Git
frameless
Expressive types for Spark.
freestyle-kafka
Freestyle Kafka
functionalProgrammingScala
My solution to exercises from Functional Programming in Scala
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.
ipyparallel
Interactive Parallel Computing in Python
L2V_Sandbox
Partial compilation of the work I have done on the Like2Vec project.
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..
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
postgres-operator-examples
Examples for deploying applications with PGO, the Postgres Operator from Crunchy Data
scalameta
Your favorite language gets closer to bare meta.
ScalaSchool
My own Scala exercises for the tutorials from Scala School
sv
Comma (and other) separated values
zio
ZIO — A type-safe, composable library for async and concurrent programming in Scala