llealgt/linear_algebra

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llealgt/linear_algebra

llealgt

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Exercises,examples,experiments and projects related to linear algebra

NALUs

Neural Arithmetic Logic Units(arXiv:1808.00508)

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RL_Workshop_Guatemala

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edgar_philip_love_poe

AI(NLP with deep learning) that learns to write literature in the style of Poe and Lovecraft

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Reinforcement-Learning

Multiple reinforcement learning examples, experiments and tests

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generative_AI_2023

Collection of experiments, paper implementations, tests. etc about generative AI to refresh my memory and learn new things

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DNC

Differentiable neural computer experiments

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bikeshare_regression_neural_network

Bikeshare prediction using neural networks regression. Project1 of Deep Learning nanodegree

AI_for_medicine_specialization

Repo for examples,exercices, homework and projects for the "AI for medicine" specialization by deeplearning.ai

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RNN_text_generator_example

An recurrent neural network example(lstm) in tensorflow

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Presentacion_UVG_Semana_de_a_tecnologia_2017

Mi presentacion "redes neuronales recurrentes con memoria para procesamiento de lenguaje natural" para la semana de la tecnologia de Universidad del Valle de Guatemala

ML_log_book

A log-book framework for performing maching learning experiments and store execution metrics to perform: model selection, cross validation, hyper parameter tuning and any kind of analytics(and even machine learning on your machine learning)

CSMM.101x_Artificial_Intelligence_Columbia

Repository for experiments,tests and asigments for the artificial intelligence course offered by columbia university thorugh EDX(https://courses.edx.org/courses/course-v1:ColumbiaX+CSMM.101x+1T2017/)

Skipgram_word2vec_embeddings

Word embeddings using word2vec(using tensorflow)

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AIY_experiments

AI experiments using AIY kits and hardware

akinator_a_la_tortrix

Artificial intelligence project: similar to http://en.akinator.com/ based on IA expert systems.Using CLIPS environment

kubernetes_multicontainer

Sample of a multicontainer app deployed with kubernetes

play_framework_template

My personal template to create web applications and REST API's using play framework(java) and hibernate

postgrado_especializacion_investigacion_cientifica

Repo con tareas,material , experiementos, fuentes de información ,bases de datos, etc para el postgrado en investigación científica USAC https://epostgrado.ingenieria.usac.edu.gt/pdfs/postgradoinvestigacin030209.pdf

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google_machine_learning_nanodegree_deep_learning

Repository for assignments and projects for the "deep learning" course part of machine learning nanodegree offered by google online https://www.udacity.com/course/deep-learning--ud730

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languate_translation_sequence_to_sequence_NN

Deep learning(sequence to sequence) application that learns to translate from a language to another language

Tensorflow_transfer_learning

Transfer learning practical exercise using vgg16 as feature extractor, and tensorflow's transfer learning tutorial dataset

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