NanoTorch

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Added implementation of AMSGrad, Adam, and NAdam optimizers (closes #37)

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mohamed-stifi

Implement Additional Optimizers (AMSGrad, Adam, NAdam, etc.)

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## Description This issue tracks the implementation of additional optimization algorithms in the NanoTorch. ## Optimizers Implemented - AMSGrad - Adam - NAdam - RMSprop - AdaBelief - RAdam -...

mohamed-stifi

### Issue: Implementation of `BCELoss` #### Description: The `nanotorch` library is currently being tested for regression problems. While we have implemented the `MSELoss`, we now need to implement a `nn.BCELoss`...

JamorMoussa

### Title: Add `numpy` module to `nanotorch` for enhanced `ndarray` functionality **Issue:** The `nanotorch` library is based on the `Tensor` object, which extends the `ndarray` from the `numpy` library. It...

JamorMoussa

**Issue Description:** Adding `Dataset` and `DataLoader` for neuranet, These classes are fundamental for organizing and managing data efficiently. ### 1. Dataset Class: The `Dataset class will serve as an abstract...

JamorMoussa