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Thirunayan's Projects

adminlte icon adminlte

AdminLTE - Free Premium Admin control Panel Theme Based On Bootstrap 3.x

autocomments icon autocomments

Description: We want to create a deep Neural Network that can automatically generate comments for code snippets passed to it. The motivation behind this is that in software development and maintenance, developers spend around 59% of their time on program comprehension activities. Having comments that are generated automatically will hopefully cut this time down. In order to do this we will combine the recent paper Code2Vec: Learning Distributed Representations of Code by Alon et al. with the paper Deep Code Comment Generation in order to make a better performing model using the newer Code2Vec encoding that was not used in the Deep Code Comment Generation paper. Dataset: The dataset that we will use is the same dataset used by the Deep Code Comment Generation paper, this is a dataset of more than 500,000 code snippets including comments. This also gives us a baseline against which to compare. Papers: Deep Code: https://xin-xia.github.io/publication/icpc182.pdf Code2Vec: https://arxiv.org/abs/1803.09473

code2seq icon code2seq

PyTorch's implementation of the code2seq model.

code2seq-1 icon code2seq-1

Code for the model presented in the paper: "code2seq: Generating Sequences from Structured Representations of Code"

curriculum_vitae_data icon curriculum_vitae_data

This directory contains a collection of files of Curriculum Vitae. The most of the files are downloaded from some random websites.

deepgamingai_fps icon deepgamingai_fps

An FPS game controller that uses webcam and deep learning to play games

deepjazz icon deepjazz

Deep learning driven jazz generation using Keras & Theano!

developeriq icon developeriq

A tool for calculating developer productivity using Github metrics

models icon models

Models and examples built with TensorFlow

publaynet icon publaynet

MaskRCNN on PubLayNet datasets. Paragraph detection, table detection, figure detection,...

rasa icon rasa

💬 Open source machine learning framework to automate text- and voice-based conversations: NLU, dialogue management, connect to Slack, Facebook, and more - Create chatbots and voice assistants

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