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llealgt

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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

NALUs

Neural Arithmetic Logic Units(arXiv:1808.00508)

Jupyter Notebook

RL_Workshop_Guatemala

Jupyter Notebook

edgar_philip_love_poe

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

Jupyter Notebook

Reinforcement-Learning

Multiple reinforcement learning examples, experiments and tests

Jupyter Notebook

generative_AI_2023

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

Jupyter Notebook

DNC

Differentiable neural computer experiments

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bikeshare_regression_neural_network

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

HTML

AI_for_medicine_specialization

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

Jupyter Notebook

RNN_text_generator_example

An recurrent neural network example(lstm) in tensorflow

Jupyter Notebook

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)

Java

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/)

Python

Skipgram_word2vec_embeddings

Word embeddings using word2vec(using tensorflow)

Jupyter Notebook

AIY_experiments

AI experiments using AIY kits and hardware

Python

akinator_a_la_tortrix

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

CLIPS

kubernetes_multicontainer

Sample of a multicontainer app deployed with kubernetes

JavaScript

play_framework_template

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

Java

linear_algebra

Exercises,examples,experiments and projects related to linear algebra

Jupyter Notebook

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

Jupyter Notebook

languate_translation_sequence_to_sequence_NN

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

HTML

Tensorflow_transfer_learning

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

Jupyter Notebook

llealgt/google_machine_learning_nanodegree_deep_learning

llealgt

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