qqpann/KnowledgeTracing

Issues

• Simulated-5は出題パターン固定だが、違うパターンを混ぜると精度が下がらないか

  #64 opened 4 years ago by qqpann
  0

• pytorch_lightningを使ってみる

  #63 opened 4 years ago by qqpann
  0

• Cherry pick test case by its question id

  #51 opened 4 years ago by qqpann
  1

• Repeat predicting to compare DKT against EDDKT

  #54 opened 4 years ago by qqpann
  0

• KSVで予測すると，予測値は「正解率」だが，逆算して「正解尤度」を出せないか

  #59 opened 4 years ago by qqpann
  0

• Pytorch Lightning対応する

  #60 opened 4 years ago by qqpann
  0

• Hydra

  #61 opened 4 years ago by qqpann
  0

• wandb対応する

  #62 opened 4 years ago by qqpann
  0

• 順序正常化の観点

  #37 opened 4 years ago by qqpann
  0

• Pre-train済みレイヤーを固定して転移学習する

  #42 opened 4 years ago by qqpann
  3

• Transfer learning?

  #43 opened 4 years ago by qqpann
  0

• Add docs: forwardの返り値

  #46 opened 4 years ago by qqpann
  0

• Check target label distribution to check the model's random guess

  #48 opened 4 years ago by qqpann
  0

• Analyze effects on KCs of little data

  #49 opened 4 years ago by qqpann
  2

• ネットワークグラフ描画

  #17 opened 4 years ago by qqpann
  1

• Option of User split or Random split for validation data

  #27 opened 4 years ago by qqpann
  0

• DKTにおけるTransformers的にする？

  #28 opened 4 years ago by qqpann
  0

• 実データの中の正解・不正解分布

  #36 opened 4 years ago by qqpann
  0

• ネットワークグラフを描画する

  #35 opened 4 years ago by qqpann
  1

• Notebookでloggerが必要以上に表示されないようにする

  #33 opened 4 years ago by qqpann
  0

• Straightening effectの追加実験

  #34 opened 4 years ago by qqpann
  0

• Make the most of GPU

  #1 opened 4 years ago by qqpann
  3

• Feature: Use Luigi

  #2 opened 4 years ago by qqpann
  0

• Add comment here

  #6 opened 4 years ago by qqpann
  0

• NDCGとスキル長・登場数の相関を調べる

  #44 opened 4 years ago by qqpann
  1

• DKVMNでSequence長を変えて調整

  #5 opened 5 years ago by qqpann
  0

• Optuna

  #58 opened 5 years ago by qqpann
  0

• Better KSV loss and "auc"

  #23 opened 5 years ago by qqpann
  1

• pre-trainingを中心に，2020年の国際学会に向けて論文化する

  #21 opened 5 years ago by qqpann
  2

• 全く同じ実験をmain.pyで2度やると結果が異なる

  #11 opened 5 years ago by qqpann
  7

• Independent Dataloader

  #25 opened 5 years ago by qqpann
  2

• グリッドサーチのjsonからconfigを自動生成する

  #30 opened 5 years ago by qqpann
  0

• Always save Best model

  #31 opened 5 years ago by qqpann
  1

• Straightening effectを定量的に評価する

  #32 opened 5 years ago by qqpann
  2

• DKVMNをGPUで動かせるようにする

  #38 opened 5 years ago by qqpann
  3

• Straightening during normal train

  #40 opened 5 years ago by qqpann
  0

• Early stopping

  #39 opened 5 years ago by qqpann
  0

• Straighten trainでバッチサイズを大きくする

  #41 opened 5 years ago by qqpann
  0

• [実験] クロスバリデーションを実装する

  #26 opened 5 years ago by qqpann
  3

• Better logger

  #24 opened 5 years ago by qqpann
  1

• Feature: padding

  #22 opened 5 years ago by qqpann
  0

• 正解率を調べる

  #7 opened 5 years ago by qqpann
  1

• Match dimentions for loss

  #16 opened 5 years ago by qqpann
  1

• outputのディレクトリ構造

  #8 opened 5 years ago by qqpann
  0

• 復習の前処理方法を変えてみる

  #3 opened 5 years ago by qqpann
  0

• Sequence長を変えたときに，含まれるスキル数の分布をしらべる

  #4 opened 5 years ago by qqpann
  0