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alejandrods

Readme for github profile

analysis-of-classifiers-robust-to-noisy-labels

Analysis of robust classification algorithms for overcoming class-dependant labelling noise: Forward, Importance Reweighting and T-revision. We demonstrate methods for estimating the transition matrix in order to obtain better classifier performance when working with noisy data.

analysis-of-the-robustness-of-nmf-algorithms

Analysis of the robustness of non-negative matrix factorization (NMF) techniques: L2-norm, L1-norm, and L2,1-norm

applied-machine-learning

Assignments from Applied Machine Learning Course in Columbia University

arm-robot-project-reinforcement_learning

autoencoder-tutorial-keras

Autoencoder Tutorials by Keras

banana-navigation

Udacity deep reinforcement learning navigation project

banana-project-reinforcement-learning

behavioral-cloning

Cloning human driving behavior using a DNN

benchmark-edgetpu-hwnas

Comparative of the performance of computer vision models designed by hand and models designed using Hardware-Aware Neural Architecture Search (HW-NAS)

breast-detection-keras

Breast Cancer Detection using Keras

capstone-project

Capstone_Project Autonomous Car Simulator

cicd-pipeline-train-schedule-cd

Train Schedule sample app for Jenkins Pipelines CD exercises

cicd-pipeline-train-schedule-git

Train Schedule sample app for Git exercises

cicd-pipeline-train-schedule-jenkins

Train Schedule sample app for Jenkins exercises

cicd-pipeline-train-schedule-pipelines

Train Schedule sample app for Jenkins Pipelines exercises

clean-text-images

Clean Automatically Text from Images

cover-letter-generator-gpt2

Service for generating cover letter using GPT-2 model, deployed on Google Cloud.

deepspeech-serverless-lambda

Deploy deepspeech model in lambda function using serverless framework

denoising-documents

Autoencoder Denoising Documents from Kaggle

deoldify

A Deep Learning based project for colorizing and restoring old images (and video!) Now available for CPU training!!

dummy-example

Dummy container image

hacktoberfest_meetup

Repositorio para el workshop de HacktoberFest2019

image-colorization

Simplified Image Colorization

kafka-twitter-mapbox

Coronavirus Real-time using Kafka and Twitter

markdown-cheatsheet

Markdown Cheatsheet for Github Readme.md

mini-tokyo-3d

A real-time 3D digital map of Tokyo's public transport system

neural-network-from-scratch

Neural Network from Scratch without Keras or Tensorflow

nmfalgorithm_analysis

The implementation of NMF algorithms and the analysis of their robustness against different types of noise on ORL and YaleB dataset.

noise-regularization-method-neural-network

Adding noise as regularization method to reduce overffiting in neural networks