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accelerators

Data science and AI solution accelerator suite that provides templates for prototyping, reporting, and presenting data science analytics of specific domains

agora-rn-quickstart

algorithms

A collection of algorithms and data structures

automated-resume-screening-system

Automated Resume Screening System using Machine Learning (With Dataset)

daqa

Temporal Reasoning via Audio Question Answering

deep-math

Implementation of "Analysing Mathematical Reasoning Abilities of Neural Models"

deeprec

An Open-source Toolkit for Deep Learning based Recommendation with Tensorflow.

difftaichi

10 differentiable physical simulators built with Taichi differentiable programming (DiffTaichi, ICLR 2020)

dlrm

An implementation of a deep learning recommendation model (DLRM)

emovoice

Build your own Real-time Speech Emotion Recognizer

evalai

:cloud: Evaluating state of the art in AI

goparrot

Goodness of Pronunciation (GOP) for oral reading assessment.

infersent

Sentence embeddings (InferSent) and training code for NLI.

job-recommendation-engine

Job prediciton based on NLP models.

job-recommendation-system

This is a repository for Job recommendation system

keras-bigfive-personality-traits

Keras implementation of a hierarchical CNN based model to detect Big Five personality traits

logincritter

An animated avatar that responds to text field interactions

mailer

mathematics_dataset

This dataset code generates mathematical question and answer pairs, from a range of question types at roughly school-level difficulty.

meeting-scheduler

Drop-in calendar event booking tool for your app's users that integrates with Google, Outlook, Exchange, and CalDAV..

miniipip_test

Repository for the miniIPIP test based on scores from Donnellan's paper.

mlqa

New dataset

multimodal-emotion-recognition

A real time Multimodal Emotion Recognition web app for text, sound and video inputs

myprosody

A Python library for measuring the acoustic features of speech (simultaneous speech, high entropy) compared to ones of native speech.

queries

PostgreSQL database access simplified

reactnativechatimageaudio

React native gifted chat with image and audio

recsim

A Configurable Recommender Systems Simulation Platform

resume-job-description-matching

The purpose of this project was to defeat the current Application Tracking System used by most of the organization to filter out resumes. In order to achieve this goal I had to come up with a universal score which can help the applicant understand the current status of the match. The following steps were undertaken for this project 1) Job Descriptions were collected from Glass Door Web Site using Selenium as other scrappers failed 2) PDF resume parsing using PDF Miner 3) Creating a vector representation of each Job Description - Used word2Vec to create the vector in 300-dimensional vector space with each document represented as a list of word vectors 4) Given each word its required weights to counter few Job Description specific words to be dealt with - Used TFIDF score to get the word weights. 5) Important skill related words were given higher weights and overall mean of each Job description was obtained using the product for word vector and its TFIDF scores 6) Cosine Similarity was used get the similarities of the Job Description and the Resume 7) Various Natural Language Processing Techniques were identified to suggest on the improvements in the resume that could help increase the match score

soundops

Python CGI scripts for various aspects of acoustic phonetic analysis.

speech-driven-animation