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2018-orbis-challenge

Territory Acquiring Game AI written for the 2018 Orbis Challenge, ranked 15th among over 150 teams. Written in partnership with Yuchen Wu.

byol-pytorch

Usable Implementation of "Bootstrap Your Own Latent" self-supervised learning, from Deepmind, in Pytorch

can_sorting_machine

covarep

A Cooperative Voice Analysis Repository for Speech Technologies

csc2518-spoken-language-processing

This is a graduate-level course held by Professor Gerald Penn, U of T, in 2019, which broadly covered topics on speech processing, including digital signal processing, automatic speech recognition, and speech synthesis.

deep_drone_acrobatics

Code for the project Deep Drone Acrobatics.

deeplearning-500-questions

深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为18个章节，50余万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系[email protected] 版权所有，违权必究 Tan 2018.06

fake-news

identifying-political-persuasion-on-reddit

This project is involved with a social media corpus (i.e., a collection of posts from Reddit), Python programming, part-of-speech (PoS) tags, sentiment analysis, and machine learning with scikit-learn.

imgaug

Image augmentation for machine learning experiments.

kenken-constraint-satisfaction-problem

This project involves implementation of CSP propagators, a Forward Checking constraint propagator, and a Generalized Arc Consistence (GAC) constraint propagator propagator—and three heuristics— Minimum-Remaining-Value (MRV), Degree (DH), and Least-Constraining-Value (LCV). Three different CSP models was involved: two grid-only KenKen models, and one full KenKen puzzle model (adding cage constraints to grid).

kohonen-maps

Implementation of SOM and GSOM

machine-learning-interview-enlightener

This repo is meant to serve as a guide for Machine Learning/AI technical interviews.

models

Models and examples built with TensorFlow

my_research_project_papers

My papers written from my past Research/Course projects.

natrual-language-proessing

Natural Language Processing Projects including Semantic Analysis and Categorization, Statistical Machine Translation, and Speaker Classification using GMM

nips2017

A list of resources for all invited talks, tutorials, workshops and presentations at NIPS 2017

nserc-application-latex-template

A simple template that sets up the latex code to make sure your NSERC submission is up to snuff!

nserc-latex-template

A LaTeX template for NSERC applications

pacman-path-finding-in-a-maze

In this project, the Pacman agent will find paths through his maze world, both to reach a particular location and to collect food efficiently.

pytorch-template

PyTorch deep learning projects made easy.

pytorch-yolov3

Minimal PyTorch implementation of YOLOv3

rob521lab3

rob535-tean13-final-project

Perception final project for ME599/NAVARCH565/ROB535 Fall2021, Team 13

robotis_task_scheduling

Lund

rock-bot

Code for robotic pet, rock-bot. Features contains: Face Recognition and emotion detection, path planning and obstacle avoidance, temperature sensation.

semantic-text-categorization

Semantic Text Categorization

sensor-fusion-for-multi-robot-slam

Team 1 Project

speaker-recognition-with-gmm

CSC401 Project 3

tensorflow

An Open Source Machine Learning Framework for Everyone