walterreade

PyNotes

p2

Misc projects from my Chromebook Ubuntu environment

100_days_scientific_ml

allstate-claims-severity

be_great

A novel approach for synthesizing tabular data using pretrained large language models

covid-19

A collection of work related to COVID-19

cstimer-exported-times

Commit all the cstimer exports, and later push them to GitHub!

cstimer_data

data

Data and code behind the stories and interactives at FiveThirtyEight

deep-anpr

Using neural networks to build an automatic number plate recognition system

distracted-drivers-keras

Starter project for the Kaggle State Farm Distracted Driver Detection Competition

docker-course-xgboost

Materials for an online-course - "Practical XGBoost in Python"

entity-embedding-rossmann

fgvcx_flower_comp

kaggle_ndsb2

3rd place solution for the second kaggle national datascience bowl

kaggle_ndsb2017

Kaggle datascience bowl 2017

kaggle_yelp_classification

https://www.kaggle.com/c/yelp-restaurant-photo-classification

mxnet

Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Go, Javascript and more

numer

Online-Random-Bit-Regression-FTRL

Online Random Bit Regression with FTRL-Proximal in Python

py_ml_utils

Some small utility modules to help with pandas, numpy and sklearn usage in other projects

PyData-Resampling

Talk given at PyData, SF 2016

pygoose

A Python package used as a utility tool belt for Kaggle competitions and other Data Science experiments.

scikit-learn

scikit-learn: machine learning in Python

scikit-survival

Survival analysis built on top of scikit-learn

sd-dynamic-prompts

A custom script for AUTOMATIC1111/stable-diffusion-webui to implement a tiny template language for random prompt generation

sklearn_tutorial

Materials for my scikit-learn tutorial

table-evaluator

Evaluate real and synthetic datasets with each other

timeseries-generator

A library to generate synthetic time series data by easy-to-use factors and generator

ultrasound-nerve-segmentation

Kaggle Ultrasound Nerve Segmentation competition [Keras]