Pinned Repositories
AMLT-learn
Python code for the AMLT course (Master in Artificial Intelligence, UPC)
canopyKmeans_improved
This is an implementation of the paper on "Improved K-means algorithm based on density Canopy".
cbr_cocktails
A case based reasoning project for recommending a cocktail to a user through an interface given some preferences.
cern_projects
CI
Contains all work related with the subject Computational Intelligence from my Master Degree in Artificial Intelligence
cn2_rulebased_classifier
This is a project for implementing and evaluating CN2 rule based classifier.
cnn-caltech101
This is a project about exploring Convolutional Neural Networks in an object classification use case using Caltech101 data set.
datasciencecoursera
elk
smonnet
Smonnet is a Python program which works in multiprocessing and multithreaded mode to consume messages from Kafka and send them in many Elasticsearch cluster
jforjohn's Repositories
jforjohn/canopyKmeans_improved
This is an implementation of the paper on "Improved K-means algorithm based on density Canopy".
jforjohn/cn2_rulebased_classifier
This is a project for implementing and evaluating CN2 rule based classifier.
jforjohn/smonnet
Smonnet is a Python program which works in multiprocessing and multithreaded mode to consume messages from Kafka and send them in many Elasticsearch cluster
jforjohn/AMLT-learn
Python code for the AMLT course (Master in Artificial Intelligence, UPC)
jforjohn/cbr_cocktails
A case based reasoning project for recommending a cocktail to a user through an interface given some preferences.
jforjohn/cern_projects
jforjohn/CI
Contains all work related with the subject Computational Intelligence from my Master Degree in Artificial Intelligence
jforjohn/cnn-caltech101
This is a project about exploring Convolutional Neural Networks in an object classification use case using Caltech101 data set.
jforjohn/ibl_algorithms
Lazy Learning project applying different methods on Instance-Based learning and K-Nearest Neighbor algorithms.
jforjohn/pca_algorithm
This is a project is about implementing our custom PCA algorithm for the Master's degree of Artificial Intelligence (MAI) at UPC.
jforjohn/svm_kernels
This is a project where we try and compare different models using SVM kernels.
jforjohn/dbod-api
DB On Demand API
jforjohn/django-proj
jforjohn/docker-kube-elasticsearch
These are the files for an Elasticsearch docker image which can be deployed in Kubernetes with *dbod-api*
jforjohn/docker-kube-kibana
These are the files for a Kibana docker image which can be deployed in Kubernetes with *dbod-api*
jforjohn/drug_embeddings
The corpus is from the SemEval-2013 Task 9 and here we want to try different embeddings for identifying drugs (NER use case).
jforjohn/fastapi_icm_template
This is a template for a fastapi app to serve a model (Intent Classidication Model - ICM)
jforjohn/IMAS
Contains all work related with the subject of Introduction to Multiagent Systems from my Master Degree in Artificial Intelligence
jforjohn/metavlito_training
This the training component of METavlitĂł project using the bucketing technique.
jforjohn/mones
jforjohn/nlp_sts
This is a project for building a Semantic Textual Similarity (STS) model from the Task 6 of SemEval 2012
jforjohn/OR
Contains all work related with the subject Object Recognition from my Master Degree in Artificial Intelligence
jforjohn/PAR
Contains the Planning project of the subject Planning and Approximate Reasoning from my Master Degree in Artificial Intelligence
jforjohn/pgpool2-container
jforjohn/procapi
jforjohn/random_forest_clf
This is an implementation of a Random Forest classifier.
jforjohn/sp500-forecast-lstm
Explore RNN-type networks for predicting time series sequence for the use case of S&P 500 stock data.
jforjohn/tensorflow_exercises
Exercises mostly based on MNIST dataset, with different models experimenting on the effect of different optimizers, learning rates, architectures, batch sampling methods and number of GPUs used.
jforjohn/titanic_survival
This is a project we will analyze and predict what sorts of passengers were likely to survive the tragedy.
jforjohn/vision
Datasets, Transforms and Models specific to Computer Vision