Kenshin Abe's repositories
kaggle-happywhale-1st-place
1st place solution for Kaggle "Happywhale - Whale and Dolphin Identification"
kaggle-contrails-3rd-place
3rd place solution for Kaggle "Google Research - Identify Contrails to Reduce Global Warming"
kaggle-g2net2-2nd-place
2nd place solution for Kaggle "G2Net Detecting Continuous Gravitational Waves"
chainer-chemistry
Chainer Chemistry: A Library for Deep Learning in Biology and Chemistry
cmaes
Python library for CMA Evolution Strategy.
LightGBM
A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks.
online-judge-tools
Tools for various online judges. Downloading sample cases, generating additional test cases, testing your code, and submitting it.
optuna
A hyperparameter optimization framework
optuna-dashboard
Real-time Web Dashboard for Optuna.
optuna-examples
Examples for https://github.com/optuna/optuna
pfio
IO library to access various filesystems with unified API
pfrl
PFRL: a PyTorch-based deep reinforcement learning library
pytorch-image-models
PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more
pytorch-pfn-extras
Supplementary components to accelerate research and development in PyTorch