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CaroKann's Projects

adasoptimizer icon adasoptimizer

ADAS is short for Adaptive Step Size, it's an optimizer that unlike other optimizers that just normalize the derivative, it fine-tunes the step size, truly making step size scheduling obsolete, achieving state-of-the-art training performance

alphatictactoe icon alphatictactoe

In this project, we combine AlphaGo algorithm with Curriculum Learning to crack the game of Tictactoe

blackboardpattern icon blackboardpattern

Application to practice implementing the blackboard architectural pattern. The base code is taken from the HeartbeatTactic practice and extended upon to use the blackboard pattern.

chatterbot icon chatterbot

ChatterBot is a machine learning, conversational dialog engine for creating chat bots

dalle-mini icon dalle-mini

DALL·E Mini - Generate images from a text prompt

dalle2-pytorch icon dalle2-pytorch

Implementation of DALL-E 2, OpenAI's updated text-to-image synthesis neural network, in Pytorch

deepmind-research icon deepmind-research

This repository contains implementations and illustrative code to accompany DeepMind publications

dqn_tictactoe icon dqn_tictactoe

Apply DQN model in reinforcement learning to build an AI model with the goal of mastering tic tac toe game.

handson-ml icon handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

mini_social_network icon mini_social_network

My lab project about social network. Basic functions such as account registration, login, post articles, comment on the articles.

musicbot icon musicbot

🎶 A Discord music bot that's easy to set up and run yourself!

musicbot-ngao icon musicbot-ngao

:musical_note: The original MusicBot for Discord (formerly SexualRhinoceros/MusicBot)

text_audio icon text_audio

Software converts text into audio and vice versa

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