theastrocat Goto Github PK

100-pandas-puzzles

100 short data puzzles for pandas, ranging from very easy to super tricky (55% complete)

algorithms

Repo for creating common algorithms from scratch.

amazon-sagemaker-examples

Example notebooks that show how to apply machine learning, deep learning and reinforcement learning in Amazon SageMaker

carsharemap

A machine learning model for creating a heat map of probabilities of where you will find car share vehicles throughout the day.

cnw_wildlife_identification

Identification of wildlife by species in remote camera images from Conservation Northwest

deepsurv

DeepSurv is a deep learning approach to survival analysis.

detect-utility-poles

Detecting utility poles on aerial photographs with Mask R-CNN.

elections-2018

electric-pole-detection-using-darknet

etcetera

a coding practice sandbox

git_learning

image_classification

interview-questions

Example Interview Questions

learn-to-code-data-science

A short basic intro to data science through linear regression.

machine_learning_examples

A collection of machine learning examples and tutorials.

machinelearningbook

Working through the chapters of machine learning book.

magic8ball

Pair project for creating a magic 8 ball website

mapillary_tools

Useful tools and scripts related to Mapillary

miniprojects

A repo to house some of my fun ideas/ small projects.

mobilenet

MobileNet build with Tensorflow

movierecommender

A case study in creating movie recommendations in spark.

neural-networks-demystified

Supporting code for short YouTube series Neural Networks Demystified.

neural-storyteller

A recurrent neural network for generating little stories about images

pyds_101_pk

pylepton

Quick and dirty pure python library for interfacing with FLIR lepton

python-sdk-samples

A repository for all sample plugins created with the Alteryx python SDK

redditoracle

Reddit prediction analysis

signclassification

A machine learning project for street sign classification.

spark-install

Installation guide for Apache Spark + Hadoop on Mac/Linux

statisticsbook