nvmoyar
Deep Learning and Machine Learning scientist. Interested in Computer Vision and Biostatistics.
Pinned Repositories
aind1-isolation-game
Adversarial search agent to play the game "Isolation": minimax search, minimax + alpha-beta pruning + iterative deepening
aind2-dog-breed-classifier
A CNN classifier using Keras and data augmentation, and comparison with pre-trained networks
aind2-speech-recognition
Some approaches based on deep learning to build the acoustic model for an end-to-end automatic speech recognition (ASR) pipeline.
autoencoders
A simple and a convolutional autoencoder to compress the MNIST dataset
datascience_notebooks
Datacamp's Data Science Track: comprehensions, plots, pandas, hacker statistics
dlnd-cnn-image-classifier
Convolution Neural Network for image recognition using CIFAR-10 Dataset
dlnd-gan-face-generation
Use of Generative Adversarial Networks (GAN's) to generate new images of faces.
dlnd-lstm-language-translation
Neural network for machine translation using sequence to sequence model on a dataset of English and French sentences
phprestclient
Test files for a Webservice application for Metaquotes 4 using CURL
voice-user-interfaces--notes
Notebooks notes about Automatic Speech Recognition
nvmoyar's Repositories
nvmoyar/datascience_notebooks
Datacamp's Data Science Track: comprehensions, plots, pandas, hacker statistics
nvmoyar/aind2-speech-recognition
Some approaches based on deep learning to build the acoustic model for an end-to-end automatic speech recognition (ASR) pipeline.
nvmoyar/voice-user-interfaces--notes
Notebooks notes about Automatic Speech Recognition
nvmoyar/autoencoders
A simple and a convolutional autoencoder to compress the MNIST dataset
nvmoyar/phprestclient
Test files for a Webservice application for Metaquotes 4 using CURL
nvmoyar/aind1-isolation-game
Adversarial search agent to play the game "Isolation": minimax search, minimax + alpha-beta pruning + iterative deepening
nvmoyar/aind1-recognizer
A word recognizer for American Sign Language video sequences using hidden Markov models (HMM's)
nvmoyar/dlnd-lstm-language-translation
Neural network for machine translation using sequence to sequence model on a dataset of English and French sentences
nvmoyar/aind2-dog-breed-classifier
A CNN classifier using Keras and data augmentation, and comparison with pre-trained networks
nvmoyar/dlnd-cnn-image-classifier
Convolution Neural Network for image recognition using CIFAR-10 Dataset
nvmoyar/dlnd-gan-face-generation
Use of Generative Adversarial Networks (GAN's) to generate new images of faces.
nvmoyar/aind1-planning-search
Problem definition in classical PDDL (Planning Domain Definition Language) for the air cargo domain discussed in AIMA Book
nvmoyar/aind1-sudoku
Solving every Sudoku puzzle: Constraint Propagation and Search algorithms in action
nvmoyar/aind2-facial_keypoints
Combination of computer vision techniques and deep learning to build and end-to-end facial keypoint recognition system
nvmoyar/aind2-nlp-capstone
Udacity's Artificial Intelligence Nanodegree - NLP Capstone
nvmoyar/aind2-time-series
Time series prediction using a Recurrent Neural Network regressor
nvmoyar/chemicalx
A PyTorch and TorchDrug based deep learning library for drug pair scoring.
nvmoyar/CVND_Exercises
Exercise notebooks for CVND.
nvmoyar/dl--lab
Deep learning labs with Keras
nvmoyar/dlnd-text-generation
Use of RNNs to build a TV script using 'Simpsons by the data' dataset from Kaggle
nvmoyar/dlnd-your-first-neural-network
Neuronal network for a Bike Sharing Rental
nvmoyar/experiments
nvmoyar/intro-to-rl
nvmoyar/natural-language-processing
Udacity's projects and personal notes and reflections about the Natural Language Processing Concentration
nvmoyar/nvmoyar.github.io
Personal site for deep learning and AI projects of Udacity's DLND and AIND
nvmoyar/scikit-learn
scikit-learn: machine learning in Python
nvmoyar/your_first_neural_network
Simple classification exercise in Keras