Sriram Sitaraman's starred repositories

luigi

Luigi is a Python module that helps you build complex pipelines of batch jobs. It handles dependency resolution, workflow management, visualization etc. It also comes with Hadoop support built in.

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flask

The Python micro framework for building web applications.

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PyMuPDF

PyMuPDF is a high performance Python library for data extraction, analysis, conversion & manipulation of PDF (and other) documents.

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mario-ai

Playing Mario with Deep Reinforcement Learning

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DeepPavlov

An open source library for deep learning end-to-end dialog systems and chatbots.

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d3js-angular-examples

This project shows how to integrate D3.js with Angular 2.

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SpeakerDiarization_RNN_CNN_LSTM

Speaker Diarization is the problem of separating speakers in an audio. There could be any number of speakers and final result should state when speaker starts and ends. In this project, we analyze given audio file with 2 channels and 2 speakers (on separate channels).

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speaker-diarization

Speaker diarization scripts, based on AaltoASR

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Deep-Learning-Speech-Recognition

Project to learn about speech recognition - both Speaker Diarization and other Speech Recognition applications.

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DeepSpeech

DeepSpeech is an open source embedded (offline, on-device) speech-to-text engine which can run in real time on devices ranging from a Raspberry Pi 4 to high power GPU servers.

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minutes

:telescope: Speaker diarization via transfer learning

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pointer-generator

Code for the ACL 2017 paper "Get To The Point: Summarization with Pointer-Generator Networks"

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NLP-with-Python

Scikit-Learn, NLTK, Spacy, Gensim, Textblob and more

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textrank

TextRank implementation for Python 3.

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awesome-text-summarization

The guide to tackle with the Text Summarization

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neo4jd3

Neo4j graph visualization using D3.js

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Text-Mining-NLP

Associative rule mining among keywords in text using Stanford NLP and Apriori Algorithm

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unsupervised-learning-document-clustering

Document clustering and topic modelling with Python

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gensim

Topic Modelling for Humans

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deep-belief-nets-for-topic-modeling

This repository is a proof of concept toolbox for using Deep Belief Nets for Topic Modeling in Python.

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neural_WSD

Word sense disambiguation using neural models, replicating https://research.google.com/pubs/pub45729.html?authuser=0

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SOMPY

A Python Library for Self Organizing Map (SOM)

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minisom

:red_circle: MiniSom is a minimalistic implementation of the Self Organizing Maps

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pywsd

Python Implementations of Word Sense Disambiguation (WSD) Technologies.

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allennlp

An open-source NLP research library, built on PyTorch.

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wandora

Wandora is a general purpose information extraction, management and publishing application based on Topic Maps and Java.

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CopyNet

CopyNet Implementation with Tensorflow and nmt

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hygieia

CapitalOne DevOps Dashboard

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