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Karl Estermann's Projects

fastapi-demo icon fastapi-demo

This is a demo code for implementing FastAPI while implementing machine learning deployment

feature-selector icon feature-selector

Feature selector is a tool for dimensionality reduction of machine learning datasets

gdrl icon gdrl

Grokking Deep Reinforcement Learning

gpt-2 icon gpt-2

Code for the paper "Language Models are Unsupervised Multitask Learners"

gpt-2-pytorch icon gpt-2-pytorch

Simple Text-Generator with OpenAI gpt-2 Pytorch Implementation

gpt-2-simple icon gpt-2-simple

Python package to easily retrain OpenAI's GPT-2 text-generating model on new texts

gymnasium icon gymnasium

An API standard for single-agent reinforcement learning environments, with popular reference environments and related utilities (formerly Gym)

hashicorp icon hashicorp

Random code for HashiCorp related projects, training, etc.

hashtagcashtag icon hashtagcashtag

My Insight Data Engineering Fellowship project. I implemented a big data processing pipeline based on ​lambda architecture​, that aggregates Twitter and US stock market data for user sentiment analysis using open source tools - ​Apache Kafka ​for data ingestions, Apache Spark ​& ​Spark Streaming ​for batch & real-time processing, ​Apache Cassandra f​ or storage, ​Flask​, ​Bootstrap and ​HighCharts f​ or frontend.

headlines icon headlines

[WIP] A simple news reading GUI app built in Rust

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