This is a repository for nlp's practice of the book Dive into Deep Learning.
conda create --name d2l python=3.9 -y
conda install numpy scipy scikit-learn matplotlib tqdm opencv pandas
conda install tensorboard jupyter seaborn
# MPS acceleration is available on MacOS 12.3+
conda install pytorch torchvision -c pytorch
pip install d2l==1.0.0b0
- Skip-gram
- CBOW
- Negative Sampling
- Hierarchical Softmax