Jacob Baumbach (jacobBaumbach)

jacobBaumbach

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Jacob Baumbach's repositories

Like2Vec_TensorFlow

Implementing Like2Vec (Word2Vec for users or items) using TensorFlow

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MCWMD

Implementation of Monte Carlo Word Movers Distance in Python with TensorFlow

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trendOff

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

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StreamKDE

Implementation of a streaming kernel density estimation algorithm in Scala

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kafka-stream-session-example

Kafka Stream application that tracks a user session

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adorn-feedstock

A conda-smithy repository for adorn.

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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.

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freestyle-kafka-example

An example of creating a Kafka Producer and Consumer using freestyle kafka

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freestyle-macro

Macros to make using Freestyle easier

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HaskellSandbox

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

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Python_Tale

Multilayer RNN in TensorFlow for Character Level Prediction

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firstthinkful

Test of Git

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frameless

Expressive types for Spark.

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freestyle-kafka

Freestyle Kafka

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functionalProgrammingScala

My solution to exercises from Functional Programming in Scala

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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.

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ipyparallel

Interactive Parallel Computing in Python

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L2V_Sandbox

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

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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..

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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

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postgres-operator-examples

Examples for deploying applications with PGO, the Postgres Operator from Crunchy Data

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scalameta

Your favorite language gets closer to bare meta.

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ScalaSchool

My own Scala exercises for the tutorials from Scala School

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sv

Comma (and other) separated values

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zio

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

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zio-sql

Type-safe, composable SQL for ZIO applications

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