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docs: reorder my original code into python libs, data science project…
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Christian Gebbe committed Feb 5, 2024
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Expand Up @@ -21,31 +21,30 @@ List of online courses I've completed, including notes and projects.

Examples of publicly available code I've written.

## Data Science Projects

- [Identifying named entities including entity-links in job postings](https://github.com/cgebbe/prototype_relation_extraction)
- [Predicting the pressure of a medical ventilator (Kaggle)](https://github.com/cgebbe/kaggle_ventilator_pressure)
- [Predicting future sales (Kaggle)](https://github.com/cgebbe/kaggle_predict_future_sales)
- [Detecting cars and their 3D pose in 2D images (Kaggle)](https://github.com/cgebbe/kaggle_pku-autonomous-driving)
## Python libraries

## Apps

- [Saving files to a data lake with reproducibility and metadata: Elliptio](https://github.com/cgebbe/elliptio_data_lake)
- [Caching function output to disk](https://github.com/cgebbe/disk_cacher)
- [Deploying a FastAPI or Streamlit App to Heroku](https://github.com/cgebbe/prototype_heroku_streamlit)
- [Deploying an ML model with a REST API to AWS Lambda](https://github.com/cgebbe/prototype_aws_lambda)
- [Transferring an image style according to Gatys et al. using PyTorch](https://github.com/cgebbe/demo_style_gatys)
- [Estimating a 3D world from 2D RGB images using SLAM and OpenCV](https://github.com/cgebbe/demo_slam)
- [Elliptio: Saving files to a data lake with reproducibility and metadata](https://github.com/cgebbe/elliptio_data_lake)
- [Cachephant: Caching function output to disk](https://github.com/cgebbe/cachephant)
- [Beardataclass: Converting between Dataclasses and Dataframes](https://github.com/cgebbe/beardataclass)

## Articles
## Data Science Projects

- [Clustering job postings using BERT embeddings](https://cgebbe.medium.com/clustering-job-postings-by-skills-b33e0ad579ff)
- [Predicting future sales (Kaggle)](https://github.com/cgebbe/kaggle_predict_future_sales)
- [Detecting cars and their 3D pose in 2D images (Kaggle)](https://github.com/cgebbe/kaggle_pku-autonomous-driving)
- [Understanding Bayes, Kalman and particle filter](https://github.com/cgebbe/demo_kalman)
- [Estimating a 3D world from 2D RGB images using SLAM and OpenCV](https://github.com/cgebbe/demo_slam)
- [Understanding the optimization algorithm ADAM](https://github.com/cgebbe/demo_optimizer)

## Data Structure and Algorithm Problems
## Sandboxes

- [143 solved problems in leetcode](https://leetcode.com/cgebbe/)
- [Syncing local code to Kaggle (enefit energy prediction challenge)](https://github.com/cgebbe/kaggle_enefit_predict_energy)
- [Deploying an ML model with a REST API to AWS Lambda](https://github.com/cgebbe/prototype_aws_lambda)
- [Developing inside (Kaggle) docker containers (ventilator pressure prediction challenge)](https://github.com/cgebbe/kaggle_ventilator_pressure)
- [Identifiying named entities including entity-links using Huggingface](https://github.com/cgebbe/prototype_relation_extraction)
- [Deploying a FastAPI or Streamlit App to Heroku](https://github.com/cgebbe/prototype_heroku_streamlit)
- [Transferring an image style according to Gatys et al. using PyTorch](https://github.com/cgebbe/demo_style_gatys)
- [~150 solved problems in leetcode](https://leetcode.com/cgebbe/)

# Books

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