Tim Scarfe's Projects
The most cited deep learning papers
Slides and materials I use to discuss development of bots on the Azure cloud
Some basic code to clean up the export of the Daylio application
Segmenting electronic dance music streams (like "A State of Trance") based on self-similarity
Talk I did at the University of Westminster on deep learning, CNTK and convolutional neural networks
Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!
Talk about sequence modelling and NLP with deep learning
An image gallery for Dogs using Azure Cloud technologies and Angular 2.0
Fast Cache for Umbraco
Ask GPT-3 to give you the appropriate shell command given a description
Some animations we will be using for the next episode of MLST
Speed reader extension for chrome
Deep Learning for humans
Download a PDF from the internet, parse it, summarise it using a LLM (large language model)
POC to demonstrate how to achieve match making in games using the assignment algorithm
An on-line regression algorithm that merges ridge regression models trained on different temporal structures using specialist expert evaluator methods.
An on-line forecasting algorithm for financial options, creating elementary time series from the side domain then merging them with specialist expert techniques.
Generic Python script to encode any signal in an ML dataset using an autoencoder, could be used for strings, categoricals etc
Repo to explore data export from myfitnesspal
Compute a canonical feed of homogeneous events mapped from news articles using supervised deep learning
Talk about the skipgram model and word vectors etc in NLP
An unofficial C#/.NET SDK for accessing the OpenAI GPT-3 API
Stuff for the new open hack lite challenge we are running for azure ML
Repository for the paper review calls which we run at Microsoft i.e. decks etc