ecsplendid/deep-learning-cntk-talk

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ecsplendid/deep-learning-cntk-talk

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Talk I did at the University of Westminster on deep learning, CNTK and convolutional neural networks

DanceMusicSegmentation

Segmenting electronic dance music streams (like "A State of Trance") based on self-similarity

deep-learning-sequences-talk

Talk about sequence modelling and NLP with deep learning

Jupyter Notebook

paper-review-calls

Repository for the paper review calls which we run at Microsoft i.e. decks etc

nlp-skipgram-talk

Talk about the skipgram model and word vectors etc in NLP

Jupyter Notebook

news-event-feed

Compute a canonical feed of homogeneous events mapped from news articles using supervised deep learning

Jupyter Notebook

gpt-shell

Ask GPT-3 to give you the appropriate shell command given a description

quadrupletloss

http://openaccess.thecvf.com/content_cvpr_2017/papers/Chen_Beyond_Triplet_Loss_CVPR_2017_paper.pdf

Jupyter Notebook

llm-paper-summariser

Download a PDF from the internet, parse it, summarise it using a LLM (large language model)

challenge7openhack

Jupyter Notebook

myfitnesspal

Repo to explore data export from myfitnesspal

Jupyter Notebook

talks

Talks I have given

openhack-lite-ml

Stuff for the new open hack lite challenge we are running for azure ML

Jupyter Notebook

probability-puzzle

Notebook playing with a probability puzzle I was given at work

Jupyter Notebook

CleanDaylioExport

Some basic code to clean up the export of the Daylio application

ml-signal-autoencoder

Generic Python script to encode any signal in an ML dataset using an autoencoder, could be used for strings, categoricals etc