KyungsuKim42

AMT

Automatic Music Transcription by using Convolutional Neural Network

ANTLR

bindsnet

Simulation of spiking neural networks (SNNs) using PyTorch.

ddsp-pytorch

Implementation of DDSP (PyTorch), Differentiable Digital Signal Processing (ICLR 2020)

DrumSlayer

End of Drum Transcription

magenta

Magenta: Music and Art Generation with Machine Intelligence

piaa

PIAA models

pytorch-wavenet

A implementation of WaveNet with fast generation - work in progress

Reinforcement-learning-in-portfolio-management-

In this paper, we implement three state-of-art continuous reinforcement learning algorithms, Deep Deterministic Policy Gradient (DDPG), Proximal Policy Optimization (PPO) and Policy Gradient (PG)in portfolio management.

releasing-research-code

Tips for releasing research code in Machine Learning (with official NeurIPS 2020 recommendations)

KyungsuKim42/ANTLR

KyungsuKim42/bindsnet

Simulation of spiking neural networks (SNNs) using PyTorch.

KyungsuKim42/AMT

Automatic Music Transcription by using Convolutional Neural Network

KyungsuKim42/ddsp-pytorch

Implementation of DDSP (PyTorch), Differentiable Digital Signal Processing (ICLR 2020)

KyungsuKim42/DrumSlayer

End of Drum Transcription

KyungsuKim42/magenta

Magenta: Music and Art Generation with Machine Intelligence

KyungsuKim42/piaa

PIAA models

KyungsuKim42/pytorch-wavenet

A implementation of WaveNet with fast generation - work in progress

KyungsuKim42/Reinforcement-learning-in-portfolio-management-

In this paper, we implement three state-of-art continuous reinforcement learning algorithms, Deep Deterministic Policy Gradient (DDPG), Proximal Policy Optimization (PPO) and Policy Gradient (PG)in portfolio management.

KyungsuKim42/releasing-research-code

Tips for releasing research code in Machine Learning (with official NeurIPS 2020 recommendations)

KyungsuKim42/slayerPytorch

PyTorch implementation of SLAYER for training Spiking Neural Networks

KyungsuKim42/tensorflow-wavenet

A TensorFlow implementation of DeepMind's WaveNet paper

KyungsuKim42/transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.