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Projects in Awesome Lists by touhi99
A curated list of projects in awesome lists by touhi99 .
https://github.com/touhi99/n-gram-language-model
Programming for NLP Project - Implement a basic n-gram language model and generate sentence using beam search
beam-search ngram ngram-language-model perplexity
Last synced: 17 Nov 2024
https://github.com/touhi99/dl_dialogue_act_classification
DL Lab Project - Given a subset of switchboard corpus, goal is to classify dialogue acts from Speech and Text data. We define a RNN-LSTM model for Text classification and CNN model for speech classification and then ensemble both model to output a stable and higher performance model
classification cnn deep-learning deep-neural-networks dialogue dialogue-act embedding-models keras rnn
Last synced: 17 Nov 2024
https://github.com/touhi99/statistical_dependency_parsing
SDP Lab Project - Arc-Eager transition-based dependency parsing with Averaged perceptron and extended features
averaged-perceptron conll-2003 dependency-parsing parse-trees parsing perceptron transition
Last synced: 17 Nov 2024
https://github.com/touhi99/dataengineering
Data Engineering programming tasks
Last synced: 17 Nov 2024
https://github.com/touhi99/generate-music
A sample music generation exercise
charlstm deep-learning keras music music-generation pytorch
Last synced: 17 Nov 2024
https://github.com/touhi99/statistical-machine-translation
Machine Translation lab Implementation
expectation-maximization translation
Last synced: 17 Nov 2024
https://github.com/touhi99/chatbot-seq2seq-movie-dataset
Udemy Course- General purpose chatbot from Cornell movie dataset using seq2seq model
Last synced: 17 Nov 2024
https://github.com/touhi99/currency-converter-online
A sample flask implementation
Last synced: 17 Nov 2024
https://github.com/touhi99/teamlab_emotion_detection
CL TeamLab - Document level emotion detection using different classifier
Last synced: 17 Nov 2024
https://github.com/touhi99/parsing
Parsing Course Project - A CYK implementation with CNF
cky cnf cyk-algorithm nltk parsing
Last synced: 17 Nov 2024
https://github.com/touhi99/information-retrieval
IR Programming tasks
boolean-retrieval cosine-similarity levenshtein-distance naive-bayes
Last synced: 17 Nov 2024
https://github.com/touhi99/pytorch-playground
Pluralsight Course- Playing around sample data in pytorch
cifar10 cnn neural-network titanic-kaggle
Last synced: 17 Nov 2024