To install Conda please refer to this link
conda create -n HUB python=3.6 anaconda
source activate HUB
pip install numpy mxnet jupyter seaborn matplotlib pandas scipy gluoncv gluonnlp scikit-learn
#test your environment
which python
# shoud result in <your conda path>//envs/HUB/bin/python
python --version
#Python 3.6.8 :: Anaconda, Inc.
#To leave the environment
conda deactivate
To get this repository, please run: git clone https://github.com/cyrusmvahid/aim-418-labs.git
- gluon tutorials: http://mxnet.incubator.apache.org/versions/master/tutorials/index.html
- reference book: http://d2l.ai/
- related repos:
- Lab 2: https://colab.research.google.com/github/cyrusmvahid/aim-418-labs/blob/master/collab-cu100/lab02-ndarray.ipynb
- Lab 3: https://colab.research.google.com/github/cyrusmvahid/aim-418-labs/blob/master/collab-cu100/lab03-autograd.ipynb
- Lab 4: https://colab.research.google.com/github/cyrusmvahid/aim-418-labs/blob/master/collab-cu100/lab04-nn.ipynb
- Lab 5: https://colab.research.google.com/github/cyrusmvahid/aim-418-labs/blob/master/collab-cu100/lab05-training.ipynb
- LSTM Code: https://colab.research.google.com/github/cyrusmvahid/aim-418-labs/blob/master/collab-cu100/lstm/bidirectional_code.ipynb -LSTM Diagrams: https://colab.research.google.com/github/cyrusmvahid/aim-418-labs/blob/master/collab-cu100/lstm/bidirectional_diags.ipynb
- LSTM Quiz: https://colab.research.google.com/github/cyrusmvahid/aim-418-labs/blob/master/collab-cu100/lstm/bidirectional_quiz.ipynb