walterreade Goto Github PK

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

diabetic-retinopathy-code

Code for the Kaggle competition http://www.kaggle.com/c/diabetic-retinopathy-detection

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"

empca

Principal Component Analysis (PCA) for Missing and/or Noisy Data

entity-embedding-rossmann

fgvcx_flower_comp

information-theoretic-mst

Information Theoretic Clustering using Minimum Spanning Trees

kaggle-galaxies

Winning solution for the Galaxy Challenge on Kaggle (http://www.kaggle.com/c/galaxy-zoo-the-galaxy-challenge)

kaggle-solutions

kaggle_digits

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

multilevel_modeling

Tutorial on multilevel modeling, using Gelman radon example

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

p2

Misc projects from my Chromebook Ubuntu environment

pydata-resampling

Talk given at PyData, SF 2016

pyensemble

An implementation of Caruana et al's Ensemble Selection algorithm in Python, based on scikit-learn

pygoose

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

pymc_sandbox