Antonio's repositories
TF2_MobileNetV2_TransferLearning
MobileNet V2 transfer learning with TensorFlow 2.
MNIST-digits-classification-with-TF---Linear-Model-and-MLP
Code from Coursera Advanced Machine Learning specialization - Intro to Deep Learning - week 2.
Inception-V3
Fine-tuning InceptionV3 for flowers classification. From Coursera's Advanced Machine Learning - Intro to Deep Learning course. Trained using Google Colab.
Wasserstein_distance
Earth mover's distance with Python.
YOLO_car_detection
YOLO Car Detection
attention_mechanism_tf2
Neural Machine Translation with Attention - TensorFlow 2.X
Autoencoders_TF2
Autoencoders with TensorFlow 2
AirQualityIndex
Air quality index with Prophet - Tutorial
attention_mechanism_tf1
Neural Machine Translation with Attention - Keras and TensorFlow 1.X
bayesian-inference
Simple example of bayesian modeling with Python
Capsnet_architecture
Capsule Network architecture (image)
CrossEntropy-Method
Cross-Entropy method example on OpenAI Gym's MountainCarContinuous environment. Code is from Udacity's "Deep Reinforcement Learning Nanodegree Program"
dimensionality_curse_plots
Quick plots in Python as a visual support for the Curse of Dimensionality phenomenon.
face_detection
Easy Face Detection with OpenCV
frequency_queries
Python solution to HackerRank's Frequency Queries problem
hacker_rank_sales_by_match
Hacker Rank's Sales By Match solution in Python
k_nearest_neighbors
Quick k-nearest neighbors example
LR_Optimization
Logistic Regression and Optimization (Tutorial)
MAGIC_Gamma_Telescope_TPOT
MAGIC Gamma Telescope (TPOT example)
Naive_convnet
Naive Convolutional Neural Network with TensorFlow 2
object_detection_tutorial
Object Detection tutorial with PyTorch
PositionalEncoding
Positional encoding example
Programming-assignment-Linear-models-Optimization-
Week 1 assignment form Coursera's "Advanced Machine Learning - Introduction to Deep Learning"
ridge_regression_example
Easy Ridge Regression example
simple_gan
Simple GAN example using "Quick, Draw!" dataset example (bird doodles)
variational_autoencoder
Variational Autoencoder using Keras
variational_autoencoder_tf2
Variational Autoencoder with TensorFlow 2
vit-pytorch
Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch