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aes

A deep neural model for automatic essay scoring

aes-2

An experiment on Automated Essay Scoring.

aes-3

Automated Essay Scoring based using LSTM

aes-4

Developed an Automatic Essay Grading tool in Python that utilizes TensorFlow to build a Four-Layer feed-forward neural network. Additionally, by utilizing the Natural Language Tool Kit (NLTK) package, I built a regression model that incorporates features such as grammar and sentiment to grade test essay sets.

ainl_2020_tutorial

AINL2020 tutorial on Finnish NLP

applied-ml

📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.

bambi

BAyesian Model-Building Interface (BAMBI) in Python.

blog_stuff

experiments and snippets used on the blog

bootsvd

bramila

My personal customized version of bramila tools. Original repository: https://version.aalto.fi/gitlab/BML/bramila

bramila_isc_tools

Codes to do two-sample and Mantel testing for ISC matrices calculated from fMRI data

bramila_pronto_public

brms

brms R package for Bayesian generalized multivariate non-linear multilevel models using Stan

cakechat

CakeChat: Emotional Generative Dialog System

char-models

Character level models for sentiment analysis

chatlearner

A chatbot implemented in TensorFlow based on the seq2seq model, with certain rules integrated.

cheatsheets-ai

Essential Cheat Sheets for deep learning and machine learning researchers

cnn-for-sentence-classification-in-keras

Convolutional Neural Networks for Sentence Classification in Keras

connisc

compute ISC-type connectivity for group

cortex

Machine learning model serving infrastructure

cov-est

Covariance estimation library used in "Improved Estimation and Interpretation of Correlations in Neural Circuits."

denoiser

Nuisance removal tool for fMRI data

dialogue

dialoguegenerationwithemotion

Response generation giving specific emotion.

drwhy

DrWhy is the collection of tools for eXplainable AI (XAI). It's based on shared principles and simple grammar for exploration, explanation and visualisation of predictive models.

easyfmri

emotion-recognition

Emotion recognition

esco_skill_recommender

Experiments with ESCO to suggest skills and occupations

fasttext

Unofficial implementation of the paper "Bag of Tricks for Efficient Text Classification" by Joulin et al.

fdpa_toolbox

simple fmri data preprocessing tool with gui (SPM12 and FSL)