Alex Diaz

Cover-Letter-Generator-gpt2. Service for generating cover letter using GPT-2 model, deployed on Google Cloud.

Analysis-of-the-robustness-of-NMF-algorithms. Analysis of the robustness of non-negative matrix factorization (NMF) techniques: L2-norm, L1-norm, and L2,1-norm

Text-Generation-gpt2. Service for generating text using GPT-2 model, deployed on Google Cloud.

Numba. Introduction to Numba (CUDA)

Social-Distance-Using-TensorFlow-API-Object. Using Tensorflow API Object to detect persons and calculate the distance between them

Neural-Network-from-Scratch. Neural Network from Scratch without Keras or Tensorflow

Travel-Entity-Recognition. Named Entity Recognition in travel-related documents using RNN

Style-Transfer-PyTorch-Keras. Style Transfer using Pytorch and Keras and VGG19 network

Where-is-Wally. Using TF Object Detection API for detecting Waldo in some pictures

Capstone-Project. Capstone_Project Autonomous Car Simulator

Image-Colorization. Simplified Image Colorization

Behavioral-Cloning. Cloning human driving behavior using a DNN

Arm-Robot-Project-Reinforcement_Learning. Jupyter Notebook

kafka-twitter-mapbox. Coronavirus Real-time using Kafka and Twitter

Noise-Regularization-Method-Neural-Network. Adding noise as regularization method to reduce overffiting in neural networks

Analysis-of-classifiers-robust-to-noisy-labels. Analysis of robust classification algorithms for overcoming class-dependant labelling noise: Forward, Importance Reweighting and T-revision. We demonstrate methods for estimating the transition matrix in order to obtain better classifier performance when working with noisy data.

Breast-Detection-Keras. Breast Cancer Detection using Keras