2017-2018

About Us

About UTMIST

2018-2019

Projects (2018-2019)

Our projects in 2018-2019

About Us

About UTMIST

2019-2020

Projects (2019-2020)

Our projects in 2019-2020

MISTR

The UofT Machine Intelligence Student Team Runner (MISTR) is a Discord bot serving the UTMIST Discord server.

Scheduler

Wrapper written around SchedJulia to schedule interviews.

About Us

About UTMIST

Academics (2019-2020)

Department of Academics

Administration

UTMIST Administration

Communications

Department of Communications

External

Department of External

Infrastructure (2020)

Department of Infrastructure

Marketing

Department of Marketing

2020-2021

MIST101/102 Instructions

MIST101/102 Instructions

MIST101-1: Intro to Machine Intelligence

The first workshop of MIST101: Into the Mist of Machine Intelligence.

MIST101-2: How Does a Machine Learn?

The second workshop of MIST101: How Does a Machine Learn?

MIST101-3: Artificial Neural Networks

The third workshop of MIST101: Artificial Neural Networks

MIST101-4: Overfitting, Underfitting and Regularizations

The fourth workshop of MIST101: Overfitting, Underfitting and Regularizations

MIST101-5: Unsupervised Learning and Clustering

The fifth workshop of MIST101: Unsupervised Learning and Clustering

MIST102-1: Convolutional Neural Networks

The first workshop of MIST102: Convolutional Neural Networks

MIST102-2: Recurrent Neural Networks

The second workshop of MIST102: Recurrent Neural Networks

MIST102-3: Reinforcement Learning

The third workshop of MIST102: Reinforcement Learning

Projects (2020-2021)

Our Projects in 2020-2021

Annual General Meeting (AGM) 2021

Our annual general meeting (AGM) in 2021.

Info Session + ML Career Panel

Info Session + ML Career Panel

Discover AI Mini-Challenge #3

Explore Natural Language Processing & Conversational AI in the Discover AI Mini-Challenge with Microsoft/Agorize.

2021 UTMIST Project Showcase

2021 UTMIST Project Showcase

UTMIST Talk Series | ML for 3D Perception: Differentiating and Embedding Imaging Systems for Deep Learning

A talk by Wenzheng Chen about his research that integrates computational photography and deep learning.

UTMIST x AMD: How Machine Learning Transforms Gaming Experiences

A seminar with Max Kiehn, Fellow Engineer and ML Technical Lead at AMD, on how AMD uses ML to automate gameplay testing, followed by a firechat session with Mattieu Chan Chee, ML Intern at AMD.

Entrepreneurship in AI: Democratized Online Learning by Korbit AI

Korbit AI's workshop about about how they personalized online education with artificial intelligence.

Entrepreneurship in AI: How Untether AI Transforms Computing

A series of talks by founders and researchers from Untether AI about how they built a transformative AI chipset.

UTMIST Talk Series | ML for Genomic Data Analysis: Segway and the Graphical Models Toolkit

A seminar by Professor Michael Hoffman about how machine learning impacts the study of computational biology and genomics.

ML Project Matchmaking Day

A social event for inspiration, advice, and team forming.

About Us

About UTMIST

Deep Dive into Machine Learning with AWS DeepRacer

A showcase of AWS DeepRacer, an autonomous race car powered by reinforcement learning

Annual General Meeting (AGM) 2020

Our annual general meeting (AGM) in 2020.

Out-Of-Distribution Detection (OoDD)

A Research Project on Benchmarking the Latest Generative Model Based OoOD Methods.

Rust for Machine Learning: Benchmarking Performance in One-shot

Reproducing "Siamese Neural Networks for One-shot Image Recognition" and benchmarking implementation performance and results.

Hand Gestures and Hand Tracking for Web Browsing

Developing hand gesture detection for controlling web browsing.

Musical Style Transfer

Transfer learning in the domain of musical styles.

Real Estate Price Prediction

Real estate price prediction and transfer learning with CNNs.

Stock Price Prediction

Predicting stock prices.

The Humerus Bot

An applied ML NLP project designed to win Cards Against Humanity, a popular humor-based party game. **[Full]**

Academics & Research

Department of Academics & Research

Engineering

Department of Engineering

Industry Relations

Department of Industry Relations

Infrastructure

Department of Infrastructure

Marketing

Department of Marketing

Administration

UTMIST Administration

Alumni & Past Members

Alumni & Past Members

MISTR

The UofT Machine Intelligence Student Team Runner (MISTR) is a Discord bot serving the UTMIST Discord server.

2021-2022

Projects (2021-2022)

Our Projects in 2021-2022

WallStreetBots: Stock Price Prediction

Price prediction and portfolio/market analysis using NLP and reinforcement learning.

Real-Time: Real Estate Price Prediction

Real estate price prediction on a real-time dataset.

ECG Analysis Using Deep CNNs

An application of deep convolutional neural network model to specify cardiovascular diseases via analyzing ECG

Climate Hacks AI - 2022

A Hackathon to help solve climate crisis using AI

BizTech Virtuathon - 2022

A Beginner-Friendly and All-Inclusive FinTech Online Hackathon

From Zero to Hero - Intro to Python AI Workshop

From Zero to Hero - Intro to Python AI Workshop

Ethics in AI Speaker Panel

Ethics in AI Speaker Panel

Breaking into AI: Industry Speaker Panel

AI Industry Speaker Panel

Employee Attrition Factors Prediction

Using ML to identify and combat employee attrition factors

Handwriting Recognition Using Deep Learning

Recognizing Handwritten Text in Physical Documents

SmileDetector: Detecting and Rating Smiles

A web application that uses machine learning to detect and rate smiles

Infrastructure

Department of Infrastructure

About Us

About UTMIST

Academics & Research

Department of Academics & Research

Engineering

Department of Engineering

External Relations

Department of External Relations

Marketing

Department of Marketing

Technical Writing

Department of Technical Writing

Administration

UTMIST Administration

Leading a Project

A Guide to Brainstorming and Leading a Project.

2022-2023

Projects (2022-2023)

Our Projects in 2022-2023

DiffMuse

Music Synthesis Using Diffusion Models.

Numerai Quant Team

Attempting to beat the Numerai weekly leaderboards.

Virtual Creatures

Reimagining Karl Sims 1994 'Evolving Virtual Creatures' paper.

Osu!

Generating Osu beatmaps using Seq2Seq models.

WallStreetBots2

Continuation of 2021’s WallStreetBots with a twist -- crypto price prediction.

RealTime2

Advancing the RealTime project from 2021.

12-Lead ECG Reconstruction

Reconstructing the 12-lead ECG information from only 2-3 lead signals.

Omni - Startup collab

Bringing information retrieval into the mechanics of creation.

AltaML - Startup collab

An ML pipeline for the construction industry.

Annual General Meeting 2022-23

This is the annual meeting of UTMIST for the year 2022-23

Developer's Info Session

Intro to ML + Recruitment Info + 2022 Projects Info

PhotoML - Startup collab

Applying machine learning to picture selection.

ML Career Panel

ML Career Panel 2022

About Us

About UTMIST

Academics

Department of Academics

Administration

UTMIST Administration

Engineering

Department of Engineering

External Relations

Department of External Relations

Infrastructure

Department of Infrastructure

Marketing

Department of Marketing

Technical Writing

Department of Technical Writing

Alumni & Past Members

Alumni & Past Members

academic-talk-series

UTMIST Talk Series | ML for 3D Perception: Differentiating and Embedding Imaging Systems for Deep Learning

A talk by Wenzheng Chen about his research that integrates computational photography and deep learning.

UTMIST Talk Series | ML for Genomic Data Analysis: Segway and the Graphical Models Toolkit

A seminar by Professor Michael Hoffman about how machine learning impacts the study of computational biology and genomics.

academics

Academics

Department of Academics

Academics & Research

Department of Academics & Research

Out-Of-Distribution Detection (OoDD)

A Research Project on Benchmarking the Latest Generative Model Based OoOD Methods.

Rust for Machine Learning: Benchmarking Performance in One-shot

Reproducing "Siamese Neural Networks for One-shot Image Recognition" and benchmarking implementation performance and results.

Academics & Research

Department of Academics & Research

Academics (2019-2020)

Department of Academics

AMD

UTMIST x AMD: How Machine Learning Transforms Gaming Experiences

A seminar with Max Kiehn, Fellow Engineer and ML Technical Lead at AMD, on how AMD uses ML to automate gameplay testing, followed by a firechat session with Mattieu Chan Chee, ML Intern at AMD.

biztech-virtuathon

BizTech Virtuathon - 2022

A Beginner-Friendly and All-Inclusive FinTech Online Hackathon

Engineering

DiffMuse

Music Synthesis Using Diffusion Models.

Numerai Quant Team

Attempting to beat the Numerai weekly leaderboards.

Virtual Creatures

Reimagining Karl Sims 1994 'Evolving Virtual Creatures' paper.

Osu!

Generating Osu beatmaps using Seq2Seq models.

WallStreetBots2

Continuation of 2021’s WallStreetBots with a twist -- crypto price prediction.

RealTime2

Advancing the RealTime project from 2021.

12-Lead ECG Reconstruction

Reconstructing the 12-lead ECG information from only 2-3 lead signals.

Omni - Startup collab

Bringing information retrieval into the mechanics of creation.

AltaML - Startup collab

An ML pipeline for the construction industry.

PhotoML - Startup collab

Applying machine learning to picture selection.

WallStreetBots: Stock Price Prediction

Price prediction and portfolio/market analysis using NLP and reinforcement learning.

Real-Time: Real Estate Price Prediction

Real estate price prediction on a real-time dataset.

ECG Analysis Using Deep CNNs

An application of deep convolutional neural network model to specify cardiovascular diseases via analyzing ECG

Employee Attrition Factors Prediction

Using ML to identify and combat employee attrition factors

Handwriting Recognition Using Deep Learning

Recognizing Handwritten Text in Physical Documents

SmileDetector: Detecting and Rating Smiles

A web application that uses machine learning to detect and rate smiles

2021 UTMIST Project Showcase

2021 UTMIST Project Showcase

Hand Gestures and Hand Tracking for Web Browsing

Developing hand gesture detection for controlling web browsing.

Musical Style Transfer

Transfer learning in the domain of musical styles.

Real Estate Price Prediction

Real estate price prediction and transfer learning with CNNs.

Stock Price Prediction

Predicting stock prices.

The Humerus Bot

An applied ML NLP project designed to win Cards Against Humanity, a popular humor-based party game. **[Full]**

entrepreneurship-in-ai

Entrepreneurship in AI: Democratized Online Learning by Korbit AI

Korbit AI's workshop about about how they personalized online education with artificial intelligence.

Entrepreneurship in AI: How Untether AI Transforms Computing

A series of talks by founders and researchers from Untether AI about how they built a transformative AI chipset.

events

MIST101/102 Instructions

MIST101/102 Instructions

MIST101-1: Intro to Machine Intelligence

The first workshop of MIST101: Into the Mist of Machine Intelligence.

MIST101-2: How Does a Machine Learn?

The second workshop of MIST101: How Does a Machine Learn?

MIST101-3: Artificial Neural Networks

The third workshop of MIST101: Artificial Neural Networks

MIST101-4: Overfitting, Underfitting and Regularizations

The fourth workshop of MIST101: Overfitting, Underfitting and Regularizations

MIST101-5: Unsupervised Learning and Clustering

The fifth workshop of MIST101: Unsupervised Learning and Clustering

MIST102-1: Convolutional Neural Networks

The first workshop of MIST102: Convolutional Neural Networks

MIST102-2: Recurrent Neural Networks

The second workshop of MIST102: Recurrent Neural Networks

MIST102-3: Reinforcement Learning

The third workshop of MIST102: Reinforcement Learning

Annual General Meeting 2022-23

This is the annual meeting of UTMIST for the year 2022-23

Developer's Info Session

Intro to ML + Recruitment Info + 2022 Projects Info

ML Career Panel

ML Career Panel 2022

Climate Hacks AI - 2022

A Hackathon to help solve climate crisis using AI

BizTech Virtuathon - 2022

A Beginner-Friendly and All-Inclusive FinTech Online Hackathon

From Zero to Hero - Intro to Python AI Workshop

From Zero to Hero - Intro to Python AI Workshop

Ethics in AI Speaker Panel

Ethics in AI Speaker Panel

Breaking into AI: Industry Speaker Panel

AI Industry Speaker Panel

Annual General Meeting (AGM) 2021

Our annual general meeting (AGM) in 2021.

Info Session + ML Career Panel

Info Session + ML Career Panel

Discover AI Mini-Challenge #3

Explore Natural Language Processing & Conversational AI in the Discover AI Mini-Challenge with Microsoft/Agorize.

2021 UTMIST Project Showcase

2021 UTMIST Project Showcase

UTMIST Talk Series | ML for 3D Perception: Differentiating and Embedding Imaging Systems for Deep Learning

A talk by Wenzheng Chen about his research that integrates computational photography and deep learning.

UTMIST x AMD: How Machine Learning Transforms Gaming Experiences

A seminar with Max Kiehn, Fellow Engineer and ML Technical Lead at AMD, on how AMD uses ML to automate gameplay testing, followed by a firechat session with Mattieu Chan Chee, ML Intern at AMD.

Entrepreneurship in AI: Democratized Online Learning by Korbit AI

Korbit AI's workshop about about how they personalized online education with artificial intelligence.

Entrepreneurship in AI: How Untether AI Transforms Computing

A series of talks by founders and researchers from Untether AI about how they built a transformative AI chipset.

UTMIST Talk Series | ML for Genomic Data Analysis: Segway and the Graphical Models Toolkit

A seminar by Professor Michael Hoffman about how machine learning impacts the study of computational biology and genomics.

ML Project Matchmaking Day

A social event for inspiration, advice, and team forming.

Deep Dive into Machine Learning with AWS DeepRacer

A showcase of AWS DeepRacer, an autonomous race car powered by reinforcement learning

Annual General Meeting (AGM) 2020

Our annual general meeting (AGM) in 2020.

industry-talks

UTMIST x AMD: How Machine Learning Transforms Gaming Experiences

A seminar with Max Kiehn, Fellow Engineer and ML Technical Lead at AMD, on how AMD uses ML to automate gameplay testing, followed by a firechat session with Mattieu Chan Chee, ML Intern at AMD.

infrastructure

MISTR

The UofT Machine Intelligence Student Team Runner (MISTR) is a Discord bot serving the UTMIST Discord server.

Scheduler

Wrapper written around SchedJulia to schedule interviews.

microsoft-discover-ai

Discover AI Mini-Challenge #3

Explore Natural Language Processing & Conversational AI in the Discover AI Mini-Challenge with Microsoft/Agorize.

mist101

MIST101/102 Instructions

MIST101/102 Instructions

MIST101-1: Intro to Machine Intelligence

The first workshop of MIST101: Into the Mist of Machine Intelligence.

MIST101-2: How Does a Machine Learn?

The second workshop of MIST101: How Does a Machine Learn?

MIST101-3: Artificial Neural Networks

The third workshop of MIST101: Artificial Neural Networks

MIST101-4: Overfitting, Underfitting and Regularizations

The fourth workshop of MIST101: Overfitting, Underfitting and Regularizations

MIST101-5: Unsupervised Learning and Clustering

The fifth workshop of MIST101: Unsupervised Learning and Clustering

MIST102-1: Convolutional Neural Networks

The first workshop of MIST102: Convolutional Neural Networks

MIST102-2: Recurrent Neural Networks

The second workshop of MIST102: Recurrent Neural Networks

MIST102-3: Reinforcement Learning

The third workshop of MIST102: Reinforcement Learning

Climate Hacks AI - 2022

A Hackathon to help solve climate crisis using AI

From Zero to Hero - Intro to Python AI Workshop

From Zero to Hero - Intro to Python AI Workshop

Ethics in AI Speaker Panel

Ethics in AI Speaker Panel

Breaking into AI: Industry Speaker Panel

AI Industry Speaker Panel

Annual General Meeting (AGM) 2021

Our annual general meeting (AGM) in 2021.

Deep Dive into Machine Learning with AWS DeepRacer

A showcase of AWS DeepRacer, an autonomous race car powered by reinforcement learning

Annual General Meeting (AGM) 2020

Our annual general meeting (AGM) in 2020.

project-matchmaking-day

ML Project Matchmaking Day

A social event for inspiration, advice, and team forming.

projects

Projects (2022-2023)

Our Projects in 2022-2023

DiffMuse

Music Synthesis Using Diffusion Models.

Numerai Quant Team

Attempting to beat the Numerai weekly leaderboards.

Virtual Creatures

Reimagining Karl Sims 1994 'Evolving Virtual Creatures' paper.

Osu!

Generating Osu beatmaps using Seq2Seq models.

WallStreetBots2

Continuation of 2021’s WallStreetBots with a twist -- crypto price prediction.

RealTime2

Advancing the RealTime project from 2021.

12-Lead ECG Reconstruction

Reconstructing the 12-lead ECG information from only 2-3 lead signals.

Omni - Startup collab

Bringing information retrieval into the mechanics of creation.

AltaML - Startup collab

An ML pipeline for the construction industry.

PhotoML - Startup collab

Applying machine learning to picture selection.

Academics

Department of Academics

Engineering

Department of Engineering

Infrastructure

Department of Infrastructure

Projects (2021-2022)

Our Projects in 2021-2022

Projects (2020-2021)

Our Projects in 2020-2021

Projects (2019-2020)

Our projects in 2019-2020

Projects (2018-2019)

Our projects in 2018-2019

WallStreetBots: Stock Price Prediction

Price prediction and portfolio/market analysis using NLP and reinforcement learning.

Real-Time: Real Estate Price Prediction

Real estate price prediction on a real-time dataset.

ECG Analysis Using Deep CNNs

An application of deep convolutional neural network model to specify cardiovascular diseases via analyzing ECG

Employee Attrition Factors Prediction

Using ML to identify and combat employee attrition factors

Handwriting Recognition Using Deep Learning

Recognizing Handwritten Text in Physical Documents

SmileDetector: Detecting and Rating Smiles

A web application that uses machine learning to detect and rate smiles

Infrastructure

Department of Infrastructure

Academics & Research

Department of Academics & Research

Engineering

Department of Engineering

Leading a Project

A Guide to Brainstorming and Leading a Project.

Out-Of-Distribution Detection (OoDD)

A Research Project on Benchmarking the Latest Generative Model Based OoOD Methods.

Rust for Machine Learning: Benchmarking Performance in One-shot

Reproducing "Siamese Neural Networks for One-shot Image Recognition" and benchmarking implementation performance and results.

Hand Gestures and Hand Tracking for Web Browsing

Developing hand gesture detection for controlling web browsing.

Musical Style Transfer

Transfer learning in the domain of musical styles.

Real Estate Price Prediction

Real estate price prediction and transfer learning with CNNs.

Stock Price Prediction

Predicting stock prices.

The Humerus Bot

An applied ML NLP project designed to win Cards Against Humanity, a popular humor-based party game. **[Full]**

Academics & Research

Department of Academics & Research

Engineering

Department of Engineering

Infrastructure

Department of Infrastructure

MISTR

The UofT Machine Intelligence Student Team Runner (MISTR) is a Discord bot serving the UTMIST Discord server.

Scheduler

Wrapper written around SchedJulia to schedule interviews.

Academics (2019-2020)

Department of Academics

Infrastructure (2020)

Department of Infrastructure

Recruitment

Annual General Meeting 2022-23

This is the annual meeting of UTMIST for the year 2022-23

Developer's Info Session

Intro to ML + Recruitment Info + 2022 Projects Info

ML Career Panel

ML Career Panel 2022

Info Session + ML Career Panel

Info Session + ML Career Panel