Umberto Griffo's repositories
Predictive-Maintenance-using-LSTM
Example of Multiple Multivariate Time Series Prediction with LSTM Recurrent Neural Networks in Python with Keras.
focal-loss-keras
Binary and Categorical Focal loss implementation in Keras.
fast-near-duplicate-image-search
Fast Near-Duplicate Image Search and Delete using pHash, t-SNE and KDTree.
rag-chatbot
RAG (Retrieval-augmented generation) ChatBot that provides answers based on contextual information extracted from a collection of Markdown files.
Minimalistic-Multiple-Layer-Neural-Network-from-Scratch-in-Python
Minimalistic Multiple Layer Neural Network from Scratch in Python.
Fashion-mnist-cnn-keras
Zalando's article images Recognition using Convolutional Neural Networks in Python with Keras.
MobilityModels
This plugins allows to generate graphs using Random Waypoint and Truncated LĂ©vy Walk Mobility Models.
apache-spark-best-practices-and-tuning
https://umbertogriffo.gitbook.io/apache-spark-best-practices-and-tuning/
WeightedClusterCoefficient
Calculates the Weighted Cluster Coefficient for every node and the average value.
EvolvingDynamicNetwork
Simulation of algorithms on Evolving Dynamic Network.
Kaggle_Invasive-Species-Monitoring
My solutions that uses Keras (81st place LB 0.99046).
model-eval-article-supplementary
Supplementary material for the article "Model Evaluation, Model Selection, and Algorithm Selection in Machine Learning"
api-design
LivingSocial API Design Guide
cheshire-cat
Open source and customizable AI architecture
maskrcnn-benchmark
Fast, modular reference implementation of Instance Segmentation and Object Detection algorithms in PyTorch.
pyspark-shared-spark-session-helper
pyspark-shared-spark-session-helper