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ai_examples

AI examples with TensorFlow, Keras

airfoil-finder

It finds a similar airfoil to your airfoil from the UIUC airfoil database

baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

contrastive-predictive-coding-pytorch

Contrastive Predictive Coding for Automatic Speaker Verification

convnext

Code release for ConvNeXt model

copied_document_checker

Find out copied documents among multiple documents

cosine-similarity-classifier

denoising-diffusion-pytorch

+ latent diffusion model

dfdc_

emoji-cheat-sheet

A markdown version emoji cheat sheet

errormessagedetecter

It detects an error message (pop-up window), and notifies the user by email.

flappy-bird-with-dddqn

green_bond_analysis

Course project work to find volatility caused by issue of green bonds which should be differentiated from that caused by vanila bonds.

guided-timevqvae

ivpid

Python PID Controller

keras

Deep Learning for humans

lhfae_toy

msf

Official code for "Mean Shift for Self-Supervised Learning"

r_repo

rl-based-adaptive-pid-for-dps

Python code for implementation of the paper 'Reinforcement Learning-Based Adaptive PID Controller for DPS

rl-based-automatic-berthing

PPO-based automatic berthing system. This package is only for testing the trained model (training is not supported here)

simple-car-game-with-dddqn

sklearn_study-renamed

Test01

specmix_torch

(not official) pytorch implementation of SpecMix, an augmentation method

supervised-fcn

supervised-trained FCN to be used to compute the FID score and IS.

taming-transformers

Taming Transformers for High-Resolution Image Synthesis

tdt4310_project

Project for the NLP course (TDT4310).

tensorflow-examples

TensorFlow Tutorial and Examples for Beginners with Latest APIs

test01

unsupervisedscalablerepresentationlearningtimeseries

Unsupervised Scalable Representation Learning for Multivariate Time Series: Experiments