dashayushman

Ayushman Dash's repositories

TAC-GAN

A Tensorflow implementation of the Text Conditioned Auxiliary Classifier Generative Adversarial Network for Generating Images from text descriptions (https://arxiv.org/abs/1703.06412)

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deep-trans

Transliterating English to Hindi using Recurrent Neural Networks

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air-script-seq

A CNN + Sequence to Sequence model for detecting handwriting on air

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neural-language-model

A tutorial on how to build your own Neural Language Model

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Goal: To develop an intelligent system capable of converting hand gestures (American Sign Language) into audio output in real time, utilizing computation power of smart phones and unobtrusive (wear and forget) wearable technology. Description: The aim is to support people with partial or total speech impairment and elderly citizens with speech or motor impairment with a medium to interact with smart devices. The idea is to use gesture classification using Hidden Markov Models, LSTM or Bayes linear classifier for classifying gestures (Sign language gestures) and using Mary Text to Speech by DFKI to convert the classified gesture into speech.

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bpe-benchmarking

Benchmarking BPE embeddings for Text Classification

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playground

All the crap that I do is here

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attention-is-all-you-need-pytorch

A PyTorch implementation of the Transformer model in "Attention is All You Need".

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Auto-GANDoc

A Convolutional Autoencoder using an Inverted GAN [Experimental]

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bhabana

A Deep Sentiment Analysis package

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chatbot_ner

chatbot_ner: Named Entity Recognition for chatbots.

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dashayushman.github.io

My personal website and blog

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financial-demo

A demo for a financial services bot

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iamdawg

Repo for Iam.dawg

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imli

Lulea Hackathon

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indic_tagger-1

Indian Language Tagger and Chunker (Hindi, Telugu, Tamil, Marathi, Punjabi, Kanada, Malayalam, Urdu, Bengali)

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inltk

Natural Language Toolkit for Indic Languages aims to provide out of the box support for various NLP tasks that an application developer might need

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kaggleFish

The Nature Conservancy Fisheries Monitoring competition on kaggle

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medicare_locator

🏥Medicare Locator - Open source starter pack for developers to build contextual chatbots and AI assistants in healthcare

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models

Models built with TensorFlow

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moodbot_hindi

Moodbot using Rasa in Hindi Lanuage

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Ovation

The Ovation Framework for Conversational Intelligence

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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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rasa-demo

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

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rasa-nlu-examples

This repository contains examples of custom components for educational purposes.

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ray

An open source framework that provides a simple, universal API for building distributed applications. Ray is packaged with RLlib, a scalable reinforcement learning library, and Tune, a scalable hyperparameter tuning library.

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sacred

Sacred is a tool to help you configure, organize, log and reproduce experiments developed at IDSIA.

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transformers

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

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vaulttech.github.io

Now this will be my "serious" blog =)

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wait-for-it

Pure bash script to test and wait on the availability of a TCP host and port

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