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cosine_similarity_using_embeddings

Code to find the distance/similarity between the 2 documents using several embeddings - 1. TF-IDF, 2. word2vec, 3. ELMO, 4. Universal Sentence Encoder, 5. Flair embeddings, 6. Spacy embeddings, 7. WMD (Word Movers Distance)

counter-fitting

Counter-fitting Word Vectors to Linguistic Constraints

course-nlp

A Code-First Introduction to NLP course

coursera-machine-learning-1

Coursera's Machine Learning by Andrew Ng

coursera-machine-learning-stanford

Machine learning-Stanford University

coursera_reinforcement_learning

Coursera Reinforcement Learning Specialization by University of Alberta & Alberta Machine Intelligence Institute

courseramachinelearning

Coursera Machine Learning By Prof. Andrew Ng

cpp-insertion-sort

A C++ implementation of insertion sort with function

cpp-quicksort

A C++ implementation of quick sort with function

cyber

data-structures

A collection of powerful data structures

data-structures-and-algorithms

includes practices questions as well as algorithms

deep-learning-experiments

Notes and experiments to understand deep learning concepts

deep-reinforcement-learning

Repo for the Deep Reinforcement Learning Nanodegree program

deep-text-eval

Differnable Readability Measure Regularizer for Neural Network Automatic Text Simplification

definition-complexity

detecting-emotions-in-children-drawings

Detecting Emotions in children drawings using a Convolutional Neural Network

dlaicourse

Notebooks for learning deep learning

drawio-diagrams

dynamic-nmf

Dynamic Topic Modeling via Non-negative Matrix Factorization

esslli2021

evaluation

Code and Data for Evaluation WG

few-shot-text-classification

Code for reproducing the results from the paper Few Shot Text Classification with a Human in the Loop

few-shot-text-classification-1

Few-shot binary text classification with Induction Networks and Word2Vec weights initialization

filipino-linguistic-extractors

This repository contains Python scripts for extracting linguistic features from Filipino texts.

filwordnetextractor

This project contains a Python notebook for extracting sense from the FilWordNet by Borra et. al.

g2p-asr

This repository contains datasets, scripts, and other relevant files from the project "G2P and ASR for low-resource phonetic transcription of Tagalog, Cebuano, and Hiligaynon"

getting-started-with-the-twitter-api-v2-for-academic-research

A course on getting started with the Twitter API v2 for academic research

gpt-2-simple

Python package to easily retrain OpenAI's GPT-2 text-generating model on new texts

gpt-neo-fine-tuning-example

Fine-Tune EleutherAI GPT-Neo to Generate Netflix Movie Descriptions Using Hugginface And DeepSpeed