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ailab

Experience, Learn and Code the latest breakthrough innovations with Microsoft AI

armenian_online_job_postings_text_mining

Text mining of a job postings dataset to derive insights about the Armenian Job Market

audiokit

Open-source audio synthesis, processing, & analysis platform.

awesome-public-datasets

A topic-centric list of high-quality open datasets in public domains. By everyone, for everyone!

aws-csa-2017

Study Notes for AWS Certified Solutions Architect Associate - 2017

bayesiannetworks

Repository to contain all R scripts that are developed for the Bayesian network assignment

big-data-engineering

Big Data Engineering Project Leveraging Hadoop Ecosystem Components

char-rnn

Multi-layer Recurrent Neural Networks (LSTM, GRU, RNN) for character-level language models in Torch

churn_prediction

Next-generation demo project

clinical-health-parkinsons-analytics

Analytics done on clinical healthcare parkinsons analytics

convolutional_neural_network

This is the code for "Convolutional Neural Networks - The Math of Intelligence (Week 4)" By Siraj Raval on Youtube

convolutional_neural_networks

A repository of all the techniques used for convolutional neural networks like image augmentation, transfer learning, etc

cs3244_singlish_embedding

NUS CS3244 project 2018 SEM 1

dcgan-tensorflow

Fork of A tensorflow implementation of "Deep Convolutional Generative Adversarial Networks" - Used for grayscale, white blood cells images

deepdream

deepdreamanim

DeepDream Animation Helper

dma_driver

A Linux Kernel Module for DMA (work in progress)

docker-prophet

Files to Build a Docker Image for Facebook Prophet

dqnlearning

Learning DQN from sentdex https://www.youtube.com/watch?v=t3fbETsIBCY

dspfunctions

C++ Equivalents of some Matlab Functions. These were used in my work when I was working with Intel Performance Primitives.

fifa18_final16

FIFA 2018 Prediction for the Final 16 - makes use of an ensemble model, updated throughout the matches of FIFA World Cup 2018

fix-yahoo-finance

Yahoo! Finance data reader

flights-analysis

A quick script for flight data visualisation using matplotlib

fuzzysnakegame

Contain code to implement the fuzzy intelligent version of the beloved snake game for CI2 CA

ganhacks

starter from "How to Train a GAN?" at NIPS2016

genetic_algorithm_cloud_scheduling

Usage of genetic algorithms to schedule cloud jobs - Assignment

geospatial_analytics_retirement_village

Working Repository for EB5208 Geospatial Analytics Project

googlesentimentstockprediction

Some python scripts that I used to test for the final app at https://tradewargoogletrends.herokuapp.com/

gpt-2

Code for the paper "Language Models are Unsupervised Multitask Learners"

greendroid

git clone http://github.com/cyrilmottier/GreenDroid.git