jogonba2

TWilBert

Specialization of BERT architecture both for the Spanish language and the Twitter domain

Seq2SeqChatBot

Telegram chatbot using seq2seq models (encoder-decoder without attention in Keras and with attention in tf-seq2seq). You can interact with the bot through @conversational_bot in Telegram.

AES

Attentional Extractive Summarization with pretrained encoders.

Face-recognizer

Neural Network Based Face Detection [Rowley & Baluja]

WinMalwareDetect

Malware detector for win executables using data mining techniques.

ColorizeCNN

Colorize black and white images using SegNet.

DQNExtractiveSummarization

Deep Reinforcement Learning for Extractive Summarization (several variants of DQN algorithms)

SHAN

Siamese Hierarchical Attention Networks for Extractive Summarization

TE-TextClassification

Transformer Encoders for Text Classification

DEVM-TC

Differentiable evaluation metrics as loss functions for text classification

SHTE

Siamese Hierarchical Transformer Encoders for Extractive Text Summarization

bert

TensorFlow code and pre-trained models for BERT

BERTopic

Leveraging BERT and c-TF-IDF to create easily interpretable topics.

DeepMoji

State-of-the-art deep learning model for analyzing sentiment, emotion, sarcasm etc.

DiscriminAtt

editdistance

Fast implementation of the edit distance(Levenshtein distance)

GistsRepo

All my gists collected from https://gist.github.com/jogonba2

jogonba2.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

keras

Deep Learning library for Python. Convnets, recurrent neural networks, and more. Runs on TensorFlow or Theano.

keras-bert

A simple technique to integrate BERT from tf hub to keras

markdown-cheatsheet

Markdown Cheatsheet for Github Readme.md

rougescore

Python implementation of ROUGE

SemEval2018-Task3

This is the Github repository for SemEval-2018 Task 3

SpecificWordEmbeddings

Word embeddings for specific tasks.

tensorflow

Computation using data flow graphs for scalable machine learning

TensorFlow-Examples

TensorFlow Tutorial and Examples for beginners

tesa

transformers

🤗 Transformers: State-of-the-art Natural Language Processing for TensorFlow 2.0 and PyTorch.

twitter-scraper

Scrape the Twitter Frontend API without authentication.

word2vec-api

Simple web service providing a word embedding model