cross32768

PlaNet_PyTorch

Unofficial re-implementation of "Learning Latent Dynamics for Planning from Pixels" (https://arxiv.org/abs/1811.04551 ) with PyTorch

Dreamer_PyTorch

Unofficial Re-implementation of "Dream to Control: Learning Behaviors by Latent Imagination" (https://arxiv.org/abs/1912.01603 ) with PyTorch

PyTorch_RealNVP_2D_toy_dataset

2D toy datasetを用いたRealNVPの非常に簡単な実例です。ライブラリはPyTorchを用いています。

WaveCycleGAN_experiment

WaveCycleGAN実装のための予備実験

PyTorch-Glow

PyTorchでGlowを実装することを目指します

VGAN

Variational Discriminator Bottleneckによる画像生成が出来たら良いな

CMC

pytorch implementation of "Contrastive Multiview Coding", "Momentum Contrast for Unsupervised Visual Representation Learning", and "Unsupervised Feature Learning via Non-Parametric Instance-level Discrimination"

dm_control

The DM Control Suite and Package is a tool for developing and testing reinforcement learning agents for the MuJoCo physics engine.

doc_detection

Repository to detect character in ancient document

gym

A toolkit for developing and comparing reinforcement learning algorithms.

horse2zebra

144x144 horse2zebra dataset(from official(https://github.com/junyanz/pytorch-CycleGAN-and-pix2pix))

horse2zebra_286

from official

kanji_crassification

CNNを用いた漢字分類検討のためのリポジトリ

komonjo_OCR_object_detection

古文書のOCRを物体検出アルゴリズムを用いて取り組む

learning_PyTorch

自分でPyTorchを勉強する時にGPUマシンとノートPC間の伝送や過去のコード記録に使うリポジトリ

machina

Deep Reinforcement Learning framework

maml_rl

Code for RL experiments in "Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks"

models

Models and examples built with TensorFlow

Multi-armed_Bandits

Multi-armed Bandits code for Reinforcement learning textbook by Sutton and Barto

optuna

A hyperparameter optimization framework

optuna-dashboard

Real-time Web Dashboard for Optuna.

optuna-integration

pfrl

PFRL: a PyTorch-based deep reinforcement learning library

RLEnv4Human

Developing script to play reinforcement-learning environment for human

robotics-rl-srl

S-RL Toolbox: Reinforcement Learning (RL) and State Representation Learning (SRL) for Robotics

srl-zoo

State Representation Learning (SRL) zoo with PyTorch - Part of S-RL Toolbox

unown_pix2pix

pix2pixで小文字や数字のアンノーンを生成してみる

waveglow_study

waveglow(https://github.com/NVIDIA/waveglow )を使って色々遊んでみます

weather_mashup

天気情報apiとtwitterapiをマッシュアップしてflask×herokuでウェブサービス化します

WorldModelsExperiments

World Models Experiments