Pinned

1. nature-notebook nature-notebook Public

   A set of notebooks that leverage classical ML algorithms and DL neural nets using TF, Keras and Theano to address a series of issues in the field of conservation and biology.

   Jupyter Notebook

2. AutoTruckX AutoTruckX Public

   An experimental project for autonomous vehicle driving perception with steering angle prediction and semantic segmentation using a combination of UNet, attention and transformers.

   Python 7 4

3. BiSeNet-app BiSeNet-app Public

   A face semantic segmentation Flask app deployed in a docker container on GCP Container Registry and a Kubernetes Engine cluster.

   Python 5

4. Attention-LSTMs Attention-LSTMs Public

   A set of notebooks that explores the power of Recurrent Neural Networks (RNNs), with a focus on LSTM, BiLSTM, seq2seq, and Attention.

   Jupyter Notebook 9 3

5. DOT. DOT. Public

   An accessibility tool that converts user eye movements to communication messages. Used Keras library with Tensorflow backend to train a CNN binary classifier Machine Learning model. Implemented usi…

   Python 1

6. The-Recommenders The-Recommenders Public

   An exploration of recommender systems using Bayesian Bandit, matrix factorization, deep learning, and residual learning.

   Jupyter Notebook