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awesome-self-supervised-learning

A curated list of awesome self-supervised methods

browser-transfer-learning

An application for image classification which brings state-of-the-art machine learning algorithms to the public. This is accomplished using tensorflowjs and transfer learning.

ccbd_final_project

ccbd_photoalbum_ui

cs699_dynamics_of_representation_learning

csci699_robotlearning_hw1

Course material for Fall 23 CSCI 699: Robot Learning

dbscan-method

Implementation of the DBSCAN algorithm in both Python and in R. For Machine Learning and Neural Nets (CMPT370).

dcd

Implementations of robust Dual Curriculum Design (DCD) algorithms for unsupervised environment design.

dm_alchemy

DeepMind Alchemy task environment: a meta-reinforcement learning benchmark

domainbed

DomainBed is a suite to test domain generalization algorithms

dotfiles

Robby's .files

edit-distance-visualizer

Visualizer for edit distance calculation

fcs_hw5

few-shot-meta-baseline

A New Meta-Baseline for Few-Shot Learning

flying-square-game

Simple scrolling game project created in Java.

gdp-global-analysis

gokigen-solver

Backtracking-based solver for Gokigen Naname, a puzzle by Nikoli

gradient-descent-method

Implementation of the gradient descent method in Python.

hal

Code for "Possibility Before Utility: Learning And Using Hierarchical Affordances" ICLR 2022

hardcode-backprop

Hard-coded version of backpropagation algorithm on a neural network.

hitori-solver

hugo-theme-pure

A pure theme for Hugo

k-means_k-medians

Python implementation of k-means and k-medians cluster methods on a public data set.

k-nearest-neighbors

Clusters vectors of arbitrary length by k-nearest neighbors algorithm.

lab

A customisable 3D platform for agent-based AI research

lab2d

A customisable 2D platform for agent-based AI research

labs-f18-challenge

live-trojans

Code for "Live Trojan Attacks on Deep Neural Networks" paper

magenta

Magenta: Music and Art Generation with Machine Intelligence

mastermind

Implementation of Donald Knuth's 5-move maximum mastermind algorithm (minimax). For BCSR's CMPT 364 - Artificial Intelligence.