semvec/pypi-packages huggingface dataset:
naml 0.0.4
Naml is Another Machine Learning library (better name pending)
Requires Python: ~=3.10

Naml _is_ Another Machine Learning library
---
(better name pending)

# Preface
For use with the book "Dive into Deep Learning" by Aston Zhang, Zachary C. Lipton, Mu Li, and Alexander J. Smola.

You can find the book [here](https://d2l.ai/)

# Table Of Content
Jupyter Notebooks authored with this library are contained in this repo.
## [Notebooks](https://github.com/mos9527/naml/tree/main/notebooks)

- [Chapter 8](https://github.com/mos9527/naml/tree/main/notebooks/Chapter8)
    - [8.1/Text Preprocessing](https://github.com/mos9527/naml/blob/main/notebooks/Chapter8/1_text_preprocessing.ipynb)
    - [8.2/RNN](https://github.com/mos9527/naml/blob/main/notebooks/Chapter8/2_rnn.ipynb)
- [Chapter 9](https://github.com/mos9527/naml/tree/main/notebooks/Chapter9)
    - [9.1/Translation Dataset](https://github.com/mos9527/naml/blob/main/notebooks/Chapter9/1_translation_dataset.ipynb)
    - [9.2/Encoder-Decoder/Seq2Seq](https://github.com/mos9527/naml/blob/main/notebooks/Chapter9/2_seq2seq.ipynb)
- [Chapter 10](https://github.com/mos9527/naml/tree/main/notebooks/Chapter10)
    - [10.1/Heatmap](https://github.com/mos9527/naml/blob/main/notebooks/Chapter10/1_heatmap.ipynb)
    - [10.2/Attention Pooling/NW Regression](https://github.com/mos9527/naml/blob/main/notebooks/Chapter10/2_nadaraya_watson.ipynb)
    - [10.3/Attention Scoring](https://github.com/mos9527/naml/blob/main/notebooks/Chapter10/3_attention_scoring.ipynb)
    - [10.4/Bahdanau Attention](https://github.com/mos9527/naml/blob/main/notebooks/Chapter10/4_bahdanau.ipynb)
    - [10.5/Multihead Attention](https://github.com/mos9527/naml/blob/main/notebooks/Chapter10/5_multihead.ipynb)
    - [10.6/Self Attention/Positional Encoding](https://github.com/mos9527/naml/blob/main/notebooks/Chapter10/6_self_attention.ipynb)
    - [10.7/Transformer](https://github.com/mos9527/naml/blob/main/notebooks/Chapter10/7_transformer.ipynb)
# Installation
```bash
pip install naml
```