umbertogriffo/apache-spark-best-practices-and-tuning

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Created almost 4 years ago
Updated almost 4 years ago

umbertogriffo/apache-spark-best-practices-and-tuning

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https://umbertogriffo.gitbook.io/apache-spark-best-practices-and-tuning/

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.

Trie

A Mixed Trie and Levenshtein distance implementation in Java for extremely fast prefix string searching and string similarity.

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 Lévy Walk Mobility Models.

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).