Code

draft: implement DeepFM from scratch#871

Code

Merged

zhenghaoz merged 30 commits intomastergorse-io/gorse:masterfrom zhenghaoz/nngorse-io/gorse:zhenghaoz/nnCopy head branch name to clipboardDec 21, 2024

+3,179

Commits

Commits on Oct 18, 2024

• implement deep learning framework

  zhenghaoz

  committed
  3edb8e8

• implement forward

  zhenghaoz

  committed
  c887fe9

Commits on Oct 19, 2024

• implement backward

  zhenghaoz

  committed
  c92536b

• implement layers

  zhenghaoz

  committed
  5f1b38a

• implement activate functions

  zhenghaoz

  committed
  7a62d83

• remove example

  zhenghaoz

  committed
  03dab3d

• implement embedding

  zhenghaoz

  committed
  c8c9d02

• implement DeepFM from scratch

  zhenghaoz

  committed
  691f9bc

Commits on Oct 20, 2024

• implement batch matmul

  zhenghaoz

  committed
  8d85fba

Commits on Oct 22, 2024

• Fix derivative of ln(x)

  zhenghaoz

  committed
  2ccb75f

• Fix derivative of sigmoid(x)

  zhenghaoz

  committed
  cb2371f

• Fix derivative of reuse

  zhenghaoz

  committed
  89e2e7f

Commits on Oct 25, 2024

• Stash

  zhenghaoz

  committed
  9406583

Commits on Oct 26, 2024

• implement partial sum

  zhenghaoz

  committed
  39174d3

• implement zero_grad()

  zhenghaoz

  committed
  94882e7

• Refactor

  zhenghaoz

  committed
  5d6f107

• implement adam

  zhenghaoz

  committed
  917d1c6

Commits on Oct 27, 2024

• implement adam

  zhenghaoz

  committed
  7866394

• implement BCEWithLogits

  zhenghaoz

  committed
  85c43ff

• implement Slice

  zhenghaoz

  committed
  2e68b71

• implement Slice

  zhenghaoz

  committed
  cf500e4

• implement MatMul with SIMD

  zhenghaoz

  committed
  6e793cf

Commits on Oct 30, 2024

• save

  zhenghaoz

  committed
  dbfab9f

Commits on Nov 2, 2024

• Fix DeepFM

  zhenghaoz

  committed
  e0c3290

Commits on Nov 6, 2024

• Fix DeepFM

  zhenghaoz

  committed
  42cd63c

Commits on Nov 17, 2024

• Merge branch 'refs/heads/master' into zhenghaoz/nn

  zhenghaoz

  committed
  5b8cfe6

Commits on Dec 6, 2024

• Merge branch 'master' into zhenghaoz/nn

  zhenghaoz

  committed
  7f3fcdf

Commits on Dec 7, 2024

• add dataset

  zhenghaoz

  committed
  e7fe64a

Commits on Dec 8, 2024

• Merge remote-tracking branch 'origin/zhenghaoz/nn' into zhenghaoz/nn

  zhenghaoz

  committed
  9ff4807

Commits on Dec 21, 2024

• Fix build

  zhenghaoz

  committed
  7a59927