ゼミ資料
輪講
2024
2023
岡野原大輔, ディープラーニングを支える技術 ——「正解」を導くメカニズム［技術基礎］, Tech × Books plusシリーズ, 技術評論社, 2022.
岡野原大輔,ディープラーニングを支える技術〈2〉——ニューラルネットワーク最大の謎, Tech × Books plusシリーズ, 技術評論社, 2022.
2022
2021
勉強会
2024
2024/5/9 how to make a PowerPoint slide
2024/4/25, 2024/4/18, 2024/4/11, 2022/4/4, 2024/4/1, 2024/3/28, 2024/3/21 adding custom CNN models and loaders for images and videos
2024/3/18 Pytorch, Lightning, Pytorch Video, VScode debugger
2024/3/14 scp, rsync, sshfs, FileZilla
2024/3/7 sh, bash, tmux, GPU, Data Parallel (DP), Distributed Data Parallel (DDP)
2024/3/4 ping, ssh, ssh-keygen, ssh config, private/public key, known_hosts, authorized_keys
2024/3/1 キックオフ
2023
2023/11/16 卒論 peer review
2023/11/9 卒研code review
2023/11/2 卒論中間発表
2023/10/26 中間発表スライドreview
2023/10/19 how to create packages for pip install
2023/10/12 Stable Diffusion WebUI, ControlNet
2023/10/5 code formatting with flak8, pylint, autopep8, and black. Review on Overleaf for introduction
2023/7/10 code review
2023/6/28 code review
2023/6/21 code review
2023/5/25 PowerPoint slide review
2023/5/23 Elicit, Perplexity.ai, PowerPoint
2023/5/19 PRMU/CVIM
2023/5/16 Presentation reharsals
2023/5/10, 11 Math
2023/04/20 Training DETR or Mask2former with Huggingface
2023/04/18 Huggingface datasets for segmentation and detection
2023/04/13 Huggingface models
2023/04/11 fine-tuning pretrained models of torchvision
2023/04/3 adding custom CNN models
2023/3/27 PyTorch 2.0 & Lightning 2.0, Pytorch Video
2023/3/23 Pytorch Lightning with VScode debugger, Pytorch Video
2023/3/20 Pytorch Lightning with VScode debugger
2023/3/16 git branch, merge, pull, stash, save/load checkpoint files, Data Parallel (DP), Distributed Data Parallel (DDP), Pytorch Lightning
2023/3/13 ssh_config, sshfs, FileZilla, Cats&Dogs dataset
2023/3/9 VScode, Docker, Dev Container, Comet.ML, vscode debugger, vscode task, cluster-smi/top/df, pytorch, torchvision, tqdm, simple CNN training
2023/3/6 sch, rsync, ssh_config
2023/3/2 ping, ssh, ssh-keygen, ssh config, private/public key, known_hosts, authorized_keys, cp -rpv, rsync -av, rm -rfv
2022
2022/11/29 Peer Review on Overleaf for experiment section
2022/11/22 code review for writing README with VS code LiveShare
2022/11/15 Peer Review on Overleaf for method section
2022/11/8 code review with VS code LiveShare
2022/10/18 Huggingface: transformers and datasets
2022/10/11 Peer Review on Overleaf for introduction
2022/10/4 torchtext
2022/9/27 TorchData
2022/9/20 Weights & Biases (wandb)
2022/9/13 Stable Diffusion
2022/9/6 PyTorch Lightning
2022/5/20 Overleaf, LaTeX, pdfcrop
2022/5/13 Powerpoint, slide
2022/4/22 shell commands (man, less, ls, wc, cut, grep, uniq, sort, find, cat)
2022/4/11 python debug on VScode, comet.ml, matplotlib
2022/4/4 sshfs, CNN example, argparse, pytorch
2022/3/28 ssh config, tmux, docker via VScode
2022/3/21 git & GitHub via VScode
2022/3/14 push, branch, merge, pull-request, review on GitHub
2022/3/7 git, clone from GitHub, ssh-keygen
