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ps789's Projects

adn icon adn

Implementation of Denoising Diffusion Probabilistic Models in PyTorch

aqf_tft icon aqf_tft

Autoregressive Quantile Flows - TFT

erdiff icon erdiff

[NeurIPS 2023 Spotlight] Official Repo for "Extraction and recovery of spatio-temporal structure in latent dynamics alignment with diffusion model"

ffjord icon ffjord

code for "FFJORD: Free-form Continuous Dynamics for Scalable Reversible Generative Models".

fourcastnet icon fourcastnet

Initial public release of code, data, and model weights for FourCastNet

maf icon maf

Masked Autoregressive Flow

mario icon mario

Curiosity driven reinforcement learning for SuperMarioBros

naf icon naf

Experiments for the Neural Autoregressive Flows paper

newsroom icon newsroom

Tools for downloading and analyzing summaries and evaluating summarization systems. https://summari.es/

pga icon pga

A TensorFlow implementation of perceptual generative autoencoder (PGA).

pixel-cnn icon pixel-cnn

Code for the paper "PixelCNN++: A PixelCNN Implementation with Discretized Logistic Mixture Likelihood and Other Modifications"

prophetnet icon prophetnet

A research project for natural language generation, containing the official implementations by MSRA NLC team.

pytorch-ts icon pytorch-ts

PyTorch based Probabilistic Time Series forecasting framework based on GluonTS backend

super-mario-bros-rl icon super-mario-bros-rl

This project explores deep reinforcement learning, hybrid actor-critic approach with A3C/PPO combined with curiosity for playing Super Mario Bros

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