Pinned Repositories
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
Cover-Letter-Generator-gpt2
Service for generating cover letter using GPT-2 model, deployed on Google Cloud.
Neural-Network-from-Scratch
Neural Network from Scratch without Keras or Tensorflow
Noise-Regularization-Method-Neural-Network
Adding noise as regularization method to reduce overffiting in neural networks
Numba
Introduction to Numba (CUDA)
Social-Distance-Using-TensorFlow-API-Object
Using Tensorflow API Object to detect persons and calculate the distance between them
Style-Transfer-PyTorch-Keras
Style Transfer using Pytorch and Keras and VGG19 network
Text-Generation-gpt2
Service for generating text using GPT-2 model, deployed on Google Cloud.
Travel-Entity-Recognition
Named Entity Recognition in travel-related documents using RNN
alejandrods's Repositories
alejandrods/Cover-Letter-Generator-gpt2
Service for generating cover letter using GPT-2 model, deployed on Google Cloud.
alejandrods/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
alejandrods/Text-Generation-gpt2
Service for generating text using GPT-2 model, deployed on Google Cloud.
alejandrods/Numba
Introduction to Numba (CUDA)
alejandrods/Social-Distance-Using-TensorFlow-API-Object
Using Tensorflow API Object to detect persons and calculate the distance between them
alejandrods/Style-Transfer-PyTorch-Keras
Style Transfer using Pytorch and Keras and VGG19 network
alejandrods/Travel-Entity-Recognition
Named Entity Recognition in travel-related documents using RNN
alejandrods/Arm-Robot-Project-Reinforcement_Learning
alejandrods/Behavioral-Cloning
Cloning human driving behavior using a DNN
alejandrods/Image-Colorization
Simplified Image Colorization
alejandrods/kafka-twitter-mapbox
Coronavirus Real-time using Kafka and Twitter
alejandrods/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.
alejandrods/alejandrods
Readme for github profile
alejandrods/Applied-Machine-Learning
Assignments from Applied Machine Learning Course in Columbia University
alejandrods/Autoencoder-Tutorial-Keras
Autoencoder Tutorials by Keras
alejandrods/banana-navigation
Udacity deep reinforcement learning navigation project
alejandrods/Banana-Project-Reinforcement-Learning
alejandrods/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)
alejandrods/Clean-Text-Images
Clean Automatically Text from Images
alejandrods/deepspeech-serverless-lambda
Deploy deepspeech model in lambda function using serverless framework
alejandrods/Denoising-Documents
Autoencoder Denoising Documents from Kaggle
alejandrods/dummy-example
Dummy container image
alejandrods/markdown-cheatsheet
Markdown Cheatsheet for Github Readme.md
alejandrods/novatorem
Dynamic realtime profile ReadMe linked with spotify
alejandrods/Path-Planning
Path Planning for Self-Driving Cars
alejandrods/poetry-3.8
Docker image for poetry-3.8
alejandrods/tag-post-linkedin
alejandrods/Top2Vec
Top2Vec learns jointly embedded topic, document and word vectors.
alejandrods/Unscented-Kalman
Unscented Kalman Filter for Self-Driving Cars.
alejandrods/Unscented-Kalman-Filter
Unscented-Kalman-Filter applied in Self-Driving Cars