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animaltower_dqn

スマホゲーム「どうぶつタワー」を深層強化学習で攻略してみる

avid-adversarial-visual-irregularity-detection

AVID: Adversarial Visual Irregularity Detection（https://arxiv.org/abs/1805.09521）を再現実装してみます。

cmc

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

dcgan_with_chainer

これまでkerasでやっていましたが、kerasではdiscriminatorにBNを適用してうまく行った例が見つからなかったので、勉強用にChainerでDCGANを書いてみます。

densenet-pytorch

A PyTorch Implementation for Densely Connected Convolutional Networks (DenseNets)

dilated_causal_network

wavenetで提案されたdilated causal networkの検証をしてみます

dilated_conv

Wavenetで使われているdilated_convの実験をPyTorchでやります

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

dreamer_pytorch

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

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

gan_smileys

Smiley Icon generationg by GAN

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"

mcmc_sampling

MCMCやD-waveでサンプリングをします

models

Models and examples built with TensorFlow

multi-armed_bandits

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

myreversi

optuna

A hyperparameter optimization framework

optuna-dashboard

Real-time Web Dashboard for Optuna.

optuna-integration

pfrl

PFRL: a PyTorch-based deep reinforcement learning library

pix2pix

勉強用に自分でpix2pixを書いてみます

planet_pytorch

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