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aind-nlp-bookworm

A simple question-answering system built using IBM Watson's NLP services.

aind-vui-lab-voice-data

aind2-nlp-capstone

build a deep neural network that functions as part of an end-to-end machine translation pipeline. Accept English text as input and return the French translation

autoencoder

Sticking with the MNIST dataset, improve our autoencoder's performance using convolutional layers

ba-dls-deepspeech

batch-norm

create a CNN with 20 convolutional layers, followed by a fully connected layer to classify MNIST

bert_sequence_classifier

Check the accuracy of Korean S-BERT transformer model via classification task

boston_housing

catvsdog

Image Classification of cats vs dog images using transfer learning with small dataset

data_augmentation

Method to augment the data

dcgan-svhn

Build a GAN using convolutional layers in the generator and discriminator

dnn-speech-recognizer

Built a deep neural network that functions as part of an end-to-end automatic speech recognition (ASR) pipeline.

dog-project

CNN Classifier using transfer learning.

ecg_nature

Explore the ECG signal to classify the pattern and predict the disease

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

face_generation

Use GAN(generative adversarial networks) to generate new images of faces

fmnist

Fashion MNIST deep neural network

gan_mnist

Building a generative adversarial network (GAN) trained on the MNIST dataset

google-research

Google AI Research

gym

A toolkit for developing and comparing reinforcement learning algorithms.

hmm-tagger

build a hidden Markov model for part of speech tagging

imdb

imdb moview review binary classifcation

intro-to-rnns

Build a character-wise RNN trained on Anna Karenina's book

iris

medoc

MEDOC is a free python wrapper to clone MEDLINE into local mySQL database

nlp-exercises

Udacity NLPND Exercises including spam classifier, topic modeling, sentiment, attention and RNN

nlp-with-transformers

NLP with Transformers based on Huggingface

nlpnd-machine-translation

Udacity NLP Nanodegree Project - Creating a DNN to translate from English to French using various RNN architectures

nlpnd-vui-alexa

NLPND Lab -- creating an Alexa Skill for history facts

pima_indians