Commits · main · Rafael Jose / NNFromScratch

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Feb 22, 2025
- Keras is not enough · 2497acaa
  Rafael Jose authored Feb 22, 2025
  
  2497acaa
Feb 18, 2025
- Improved testing · b2e46716
  Rafael Jose authored Feb 18, 2025
  
  b2e46716
- Added categorical ce loss · 154f0d23
  Rafael Jose authored Feb 18, 2025
  
  154f0d23
- Updated README · 61eb25ac
  Rafael Jose authored Feb 18, 2025
  
  61eb25ac
Feb 15, 2025
- Updated README · cfef46d4
  Rafael Jose authored Feb 15, 2025
  
  cfef46d4
- Fixed README image · cc5d7482
  Rafael Jose authored Feb 15, 2025
  
  cc5d7482
- Making everything pretty · 2687c115
  Rafael Jose authored Feb 15, 2025
  
  2687c115
- Added Relu activation · 8615fc51
  Rafael Jose authored Feb 15, 2025
  
  8615fc51
- Fixed bug in sgd · 008a0240
  Rafael Jose authored Feb 15, 2025
  
  008a0240
Dec 22, 2023
- Using Network loss class members · 24338e34
  Rafael Jose authored Dec 22, 2023
  
  24338e34
Dec 19, 2023
- Fixed softmax bug · df292811
  Rafael Jose authored Dec 19, 2023
  
  df292811
- Added validation split feature · c68b6419
  Rafael Jose authored Dec 19, 2023
  
  c68b6419
Dec 18, 2023
- Fixed bad calculation of gradient in backward prop · a1f7d192
  Rafael Jose authored Dec 18, 2023
  
  a1f7d192
Dec 14, 2023
- Implemented softmax · 0c0602e0
  Rafael Jose authored Dec 14, 2023
  
  0c0602e0
Dec 13, 2023
- Better weight initialization · 64b4aa23
  Rafael Jose authored Dec 13, 2023
  
  64b4aa23
- Refactoring fit function · 5e82639f
  Rafael Jose authored Dec 13, 2023
  
  5e82639f
- Implemented mini-batch descent · 976353b2
  Rafael Jose authored Dec 13, 2023
  
  976353b2
- Implementing mini batch descent · 845a34e7
  Rafael Jose authored Dec 13, 2023
  
  845a34e7
Dec 01, 2023
- Completed network with sgd batch size 1 · e74af6c4
  Rafael Jose authored Dec 01, 2023
  
  e74af6c4
Nov 30, 2023
- Added mnist for testing · c5409d24
  Rafael Jose authored Nov 30, 2023
  
  c5409d24
- Got neural network working · e62b8172
  Rafael Jose authored Nov 30, 2023
  
  e62b8172
Nov 28, 2023
- Implementing Neural Network · 6e3def06
  Rafael Jose authored Nov 28, 2023
  
  6e3def06
- Implemented MSE loss · bf259166
  Rafael Jose authored Nov 28, 2023
  
  bf259166
- Implemented activation · c64069c5
  Rafael Jose authored Nov 28, 2023
  
  c64069c5
- Created base and dense layer · c5671aa6
  Rafael Jose authored Nov 28, 2023
  
  c5671aa6