Alex's starred repositories
coding-interview-university
A complete computer science study plan to become a software engineer.
tensorflow
An Open Source Machine Learning Framework for Everyone
pytorch-tutorial
PyTorch Tutorial for Deep Learning Researchers
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 ;)
handson-ml
⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 instead.
awesome-datascience
:memo: An awesome Data Science repository to learn and apply for real world problems.
cheatsheets-ai
Essential Cheat Sheets for deep learning and machine learning researchers https://medium.com/@kailashahirwar/essential-cheat-sheets-for-machine-learning-and-deep-learning-researchers-efb6a8ebd2e5
ML-Notebooks
:fire: Machine Learning Notebooks
TensorFlow-Object-Detection-API-Tutorial-Train-Multiple-Objects-Windows-10
How to train a TensorFlow Object Detection Classifier for multiple object detection on Windows
dalle-playground
A playground to generate images from any text prompt using Stable Diffusion (past: using DALL-E Mini)
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).
ArtofStatistics
Code for 'The Art of Statistics'
google-mobility-reports-data
Archive of data extracted from the google community mobility reports
street-network-models
Street network models and indicators for every urban area in the world
SpeederBot
Twitter SpeederBot
coffee-and-coding-public
MoJ coffee and coding sessions that can be made publicly available
popupCycleways
Data analysis to help plan new 'pop-up' and permanent cycleways
dftlab-yolo-vehiclecounting
Convolutional neural net that can identify vehicles in images and film
multivariate-analysis-car-crashes
This repository is associated with the paper "Multivariate hierarchical analysis of car crashes data considering a spatial network lattice" by Andrea Gilardi, Jorge Mateu, Riccardo Borgoni, and Robin Lovelace
lab-correspondencewebapp
Web app that can perform OCR on correspondence and sort PQs
keras-yolo3
A Keras implementation of YOLOv3 (Tensorflow backend)
highways-deep-learning
Data Science Accelerator - Deep Learning using highways video to identify critical signs