| The Transparency Project (Cruzhacks) |
1st place winner of the Cruzhacks 2020, a project visualizing political ad spending on social media to bring transparency to the presidential primaries. Live at transparencyproject.tech |
Javascript (Bootstrap), Python (flask, pandas, plotly, dash), Google Cloud Platform |
| torchcsv |
A small library built on the PyTorch API for a custom Dataset class for reading numerical data too large to fit in local memory. |
Python (pandas, PyTorch) |
| transpose-csv |
Python library for calculating the transpose of a .csv too large to fit in memory. |
Python (pandas) |
| statdepth (UCSC GI) |
Python library for statistical depth calculations. Built for univariate functional data, multivariate functional data, and pointcloud data. Used for genomics research and analysis. |
Python (pandas, numpy, scipy, plotly) |
| tinycomp |
A Pandas-like library for doing computations on small subsets of a large numerical DataFrame too large to fit in memory. |
Python (pandas, numpy, linecache) |
| ConvNeXt-Lightning |
An implementation of the ConvNeXt architecture, built on the PyTorch Lightning API for easy scalable training. |
Python (PyTorch, PyTorch-Lightning, pandas) |
| LIVECell-Classifier |
A CNN for classifying microscopy images based on cell lineage. |
Python (PyTorch, pandas) |
| InstantEDA |
Instantly generate sets of common exploratory data plots defined over any DataFrame columns without having to worry about cleaning your data. Published on PyPi. |
Python (pandas, plotly, numpy) |
| SQLtoPandas |
(WIP) Use SQL to query Pandas DataFrames. Published on PyPi |
Python (Pandas, sqlite3) |
| DrivenData: DengueAI |
(WIP) DrivenData competion using linear models and Prophet to predict cases of Dengue Fever. Top ~12% ranking |
Python (matplotlib, pandas, plotly, scikit-learn, prophet) |
| DrivenData: Flu Prediction |
DrivenData compeition based on predicting the number of cases of flu per season |
Python (scikit-learn, plotly, pandas) |
| Quick Model |
Run from the command line and recieve a saved Tensorflow CNN trained to detect images of the object of your choice! |
Python (tensorflow, tqdm, numpy, requests, urllib) |
| cookiecutter-minimal-datascience |
A cookiecutter project template for simple, competitive data science projects. |
Python |
| cookiecutter-minimal-pypackage |
A cookiecutter project template for PyPi packages. |
Python |