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ai-learning-algorithms

Projects done in the AI learning algorithm class @ UCSD

alg_dat

Exploring different concepts regarding algorithms and data structures

chatbot

A chatbot built of a seq2seq RNN model with an added attention mechanism to the decoder 🤖

cogs108_repo

Public repository for COGS108 Data Science in Practice.

dcgan

DCGAN in PyTorch as explained on https://arxiv.org/abs/1511.06434

deep-learning-computer-vision

Personal implementation for Stanford CS231n / Umich: Deep Learning for Computer Vision (by Justin Johnson)

deep_learning

Different deep learning projects using PyTorch exploring topics like feedforward neural networks, convolutional neural networks, recurrent neural networks and generative adversarial networks 🧠

general-purpose-mcts

A general implementation of Monte Carlo Search Tree (MCTS) 🌲 used for solving small games like Nim and Ledge.

it2810_web_development

Work done in IT2810 - Web Development @ NTNU

machine-learning

Misc. Machine Learning projects from both competitions and courses

numerics_notebooks

on-policy-mcts

Monte Carlo Search Tree for training shared Actor-Critic-Network on the game Hex🏋️

recommender-systems

Projects done in the Web Mining and Recommender Systems class @ UCSD

rl-peg-solitaire

Solving Peg Solitaire using a general-purpose Actor-Critic Reinforcement Learner 🦾

rock-paper-scissors

Using Convolutional Neural Networks and transfer learning to predict rock, paper or scissors in real-time from webcamera on your own computer ✂️

simple-java-maven-app

For an introductory tutorial on how to use Jenkins to build a simple Java application with Maven.

spot-sdk

Spot SDK repo

swift

Random app for iPhone

tdt4100_oop

Work done in TDT4100 - Object-Oriented Programming @ NTNU

tdt4113_plab2

Work done in TDT4113 - Computer Science, Programming Project @ NTNU

tdt4117_ir

Work done in TDT4117 - Information Retrieval @ NTNU

tdt4120_algdat

Work done in TDT4120 - Algorithms and Data Structures @ NTNU

tdt4136_introai

Work done in TDT4136 - Introduction to Artificial Intelligence @ NTNU

tdt4137_cogarch

Work done in TDT4137 - Cognitive Architectures @ NTNU

tdt4145_db_project

Project in TDT4145 - Data Modelling, Databases and Database Management Systems @ NTNU

tdt4160_datdig

Work done in TDT4160 - Computers and Digital Design @ NTNU

tdt4171_ai_methods

Work done in TDT4171 - AI Methods @ NTNU

tdt4186_os

Work done in TDT4186 - Operating Systems @ NTNU

tdt4300_datamining

Work done in TDT4300 - Data Warehousing and Data Mining @ NTNU

tdt4310_intelligent_text_analytics

Work done in TDT4310 - Intelligent Text Analytics and Language Understanding @ NTNU