alex-drake

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.

shap

A game theoretic approach to explain the output of any machine learning model.

lectures

Oxford Deep NLP 2017 course

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)

YAD2K

YAD2K: Yet Another Darknet 2 Keras

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).

bbplot

R package that helps create and export ggplot2 charts in the style used by the BBC News data team

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

Predicting-traffic-accidents-CNN

coffee-and-coding-public

MoJ coffee and coding sessions that can be made publicly available

gglaplot

Makes graphics in the GLA style using ggplot2

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

ds-fs

Repo to hold my code for general data science and stats techniques

keras-yolo3

A Keras implementation of YOLOv3 (Tensorflow backend)

360Giving

Mining 360 Giving data to learn about funding to Bereavement Services

highways-deep-learning

Data Science Accelerator - Deep Learning using highways video to identify critical signs