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awesome-machine-learning-on-source-code

Cool links & research papers related to Machine Learning applied to source code (MLonCode)

codenn

Summarizing Source Code using a Neural Attention Model - CODENN

course

Content for the course

cs231n

Convolutional Neural Networks for Visual Recognition

data-police-shootings

The Washington Post is compiling a database of every fatal shooting in the United States by a police officer in the line of duty in 2015 and 2016.

detecting-fake-text

Giant Language Model Test Room

doctamper

[CVPR2023] Towards Robust Tampered Text Detection in Document Image: New Dataset and New Solution

fast-bert

Super easy library for BERT based NLP models

flair

A very simple framework for state-of-the-art Natural Language Processing (NLP)

generate_mcq_bert_wordnet_conceptnet

Generate Multiple choice Questions from any content or news article using BERT Extractive Summarization, Wordnet and Conceptnet

gramformer

A framework for detecting, highlighting and correcting grammatical errors on natural language text. Created by Prithiviraj Damodaran. Open to pull requests and other forms of collaboration.

handwritting-ocr

Android App for English Handwritten Text Recognition

job-descriptions-data

lime

Lime: Explaining the predictions of any machine learning classifier

linkedin-skill-assessments-quizzes

Full reference of LinkedIn answers 2022 for skill assessments (aws-lambda, rest-api, javascript, react, git, html, jquery, mongodb, java, Go, python, machine-learning, power-point) linkedin excel test lösungen, linkedin machine learning test LinkedIn test questions and answers

logistic-regression-for-binary-classification

neural-networks

Neural Networks

nlp-progress

Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.

ocrsdk.com

ABBYY Cloud OCR SDK

parrot_paraphraser

A practical and feature-rich paraphrasing framework to augment human intents in text form to build robust NLU models for conversational engines. Created by Prithiviraj Damodaran. Open to pull requests and other forms of collaboration.

question_generation

Neural question generation using transformers

rasa-demo

:tiger: Sara - the Rasa Demo Bot: An example of a contextual AI assistant built with the open source Rasa Stack

rasa_nlu

💬 Open source library for natural language understanding and machine learning-based dialogue management. - All things around intent classification, entity extraction and action predictions - DIY NLP and chatbot framwork.

repo-2017

Python codes in Machine Learning, NLP, Deep Learning and Reinforcement Learning with Keras and Theano

sentence-aspect-category-detection

Aspect-Based Sentiment Analysis

sentence-classification

Sentence Classification software is implemented using Gaussian Naive Bayes and SVM classifiers.

sentimentanalysis

Sentiment analysis with SentiWordNet 3.0

small-talk-rasa-stack

Collection of casual conversations that can be used with the Rasa Stack

sql-to-text

SQL-to-Text is a simple code for translating SQL to Text Generation with a novel Graph-to-Sequence Model

styleformer

A Neural Language Style Transfer framework to transfer natural language text smoothly between fine-grained language styles like formal/casual, active/passive, and many more. Created by Prithiviraj Damodaran. Open to pull requests and other forms of collaboration.