alex-drake
Data Scientist at Transport for London. All repositories and views my own
@aldrake87London, UK
Pinned Repositories
anomalize
Tidy anomaly detection
darknet
Convolutional Neural Networks
keras-yolo2
Easy training on custom dataset. Various backends (MobileNet and SqueezeNet) supported. A YOLO demo to detect raccoon run entirely in brower is accessible at https://git.io/vF7vI (not on Windows).
LFEST
Work for the Freight Compliance Unit to automate their periodic data processing and display the data in a user friendly dashboard
OpenCV-Traffic-Counter
A traffic counter designed using the OpenCV library for Python 3.5. This project was carried out as part of the Government Data Science Accelerator programme
Python-for-Analysts
A Python for Analysts Training course
R-for-Analysts
Introduction to R and RStudio
readOutlook
Read emails from Outlook and handle attachments
tflplot
R package that helps create and export ggplot2 charts
ubermovements
Uber Movement data meets OpenStreetMap
alex-drake's Repositories
alex-drake/OpenCV-Traffic-Counter
A traffic counter designed using the OpenCV library for Python 3.5. This project was carried out as part of the Government Data Science Accelerator programme
alex-drake/tflplot
R package that helps create and export ggplot2 charts
alex-drake/readOutlook
Read emails from Outlook and handle attachments
alex-drake/R-for-Analysts
Introduction to R and RStudio
alex-drake/LFEST
Work for the Freight Compliance Unit to automate their periodic data processing and display the data in a user friendly dashboard
alex-drake/Python-for-Analysts
A Python for Analysts Training course
alex-drake/ubermovements
Uber Movement data meets OpenStreetMap
alex-drake/anomalize
Tidy anomaly detection
alex-drake/darknet
Convolutional Neural Networks
alex-drake/keras-yolo2
Easy training on custom dataset. Various backends (MobileNet and SqueezeNet) supported. A YOLO demo to detect raccoon run entirely in brower is accessible at https://git.io/vF7vI (not on Windows).
alex-drake/keras-yolo3
Training and Detecting Objects with YOLO3
alex-drake/LocateR
Display the user location within a Shiny/Leaflet application
alex-drake/LondonSquaredMap
alex-drake/Nimbus
An internal tool to monitor the London Bus Network in near real-time
alex-drake/nlp-projects-explosion
🪐 End-to-end NLP workflows from prototype to production
alex-drake/opencv_face_blur
Detect faces in image and apply a blur (for image redaction purposes)
alex-drake/Probabilistic-Programming-and-Bayesian-Methods-for-Hackers
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
alex-drake/road_tools
A collection of functions for dealing with roads based data, including general helpers for dealing with geometry
alex-drake/styleguide
Style guides for Google-originated open-source projects
alex-drake/TensorFlow-Tutorials
TensorFlow Tutorials with YouTube Videos
alex-drake/test-amlops-clone
alex-drake/tf_people
alex-drake/TfL_Slide-Template
IOS slide template with footer and colours
alex-drake/tsa-notebooks
Jupyter notebooks on time series econometrics topics.
alex-drake/YAD2K
YAD2K: Yet Another Darknet 2 Keras
alex-drake/yolo_opencv
YOLO detection in OpenCV, like a snail