kauttoj

Collection of codes related to my work and general interests

Haaga-Helia UniversityFinland

Pinned Repositories

bramila
My personal customized version of bramila tools. Original repository: https://version.aalto.fi/gitlab/BML/bramila
Language:MATLAB2 3 00
bramila_ISC_tools
Codes to do two-sample and Mantel testing for ISC matrices calculated from fMRI data
Language:MATLAB1 1 01
ESCO_skill_recommender
Experiments with ESCO to suggest skills and occupations
Language:Python1 2 00
IsochroneMapper
Code to compute isochrone map for a target location and surrounding region. Made for HSL Helsinki region.
Language:Python4 2 01
My_ESCO_RAG
Testing LLM RAG with ESCO ontology data
Language:Python1 1 00
SalesLab_toolbox
Codes to process and analyze data collected with iMotions
Language:Python3 2 10
text_classification
my_text_analysis
Language:Jupyter Notebook10
TextTrustworthinessFin
Supervised text analysis for Finnish
Language:Python1 2 02
TreadmillApp
A video player with dynamic play-rate. Designed for treadmills and spinning bikes. A free alternative to some commercial apps that apply the same idea.
Language:Python1 2 00
win_wifi_keepalive
Simple batch script to make sure wifi is working and reset it if necessary (soft or hard)
Language:Batchfile00

kauttoj's Repositories

kauttoj/nlp_tasks
Natural Language Processing Tasks and References
kauttoj/rating_matrix_analysis
Some codes to test matrix completion methods/codes
Language:Python1
kauttoj/theanolm
TheanoLM is a recurrent neural network language modeling tool implemented using Theano
Language:Python
kauttoj/denoiser
Nuisance removal tool for fMRI data
Language:Python
kauttoj/textClassifier
Text classifier for Hierarchical Attention Networks for Document Classification
Language:Python
kauttoj/tpot
A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.
Language:Python
kauttoj/blog_stuff
experiments and snippets used on the blog
Language:Jupyter Notebook
kauttoj/keras-text
Text Classification Library in Keras
Language:Python
kauttoj/video_thumbnail_viewer
Python application to create and view thumbnails of videos. Useful when you have tons of videos, possibly spread over various subfolders.
Language:Python
kauttoj/text_classification
my_text_analysis
Language:Jupyter Notebook1
kauttoj/nea
Neural Essay Assessor: An Automated Essay Scoring System Based on Deep Neural Networks
Language:Python
kauttoj/tf-rnn-attention
Tensorflow implementation of attention mechanism for text classification tasks.
Language:Python
kauttoj/spice-hate_speech_detection
A SPICE-program funded project where the goal is to detect hate speech in social media.
Language:Python
kauttoj/text_classification-1
all kinds of text classificaiton models and more with deep learning
Language:Python
kauttoj/spm12-dartel
Preprocessing of functional and structural MRI data into standardized MNI space using SPM12 and DARTEL.
Language:Matlab
kauttoj/Recommender-System
In this code we implement and compared Collaborative Filtering algorithm, prediction algorithms such as neighborhood methods, matrix factorization-based ( SVD, PMF, SVD++, NMF), and many others.
Language:Python
kauttoj/bramila
My personal customized version of bramila tools. Original repository: https://version.aalto.fi/gitlab/BML/bramila
Language:Matlab2
kauttoj/skggm
Gaussian model estimation for scikit-learn
Language:Python
kauttoj/text-analytics-with-python
Learn how to process, classify, cluster, summarize, understand syntax, semantics and sentiment of text data with the power of Python! This repository contains code and datasets used in my book, "Text Analytics with Python" published by Apress/Springer.
Language:Python
kauttoj/text-top-model
Benchmarking text classification algorithms
Language:Jupyter Notebook
kauttoj/ShallowLearn
A collection of supervised learning models based on shallow neural network approaches (e.g., word2vec and fastText) with some additional exclusive features. Written in Python and fully compatible with Scikit-learn.
Language:Python
kauttoj/memento_draft
codes for Memento fMRI data-analysis
Language:Matlab
kauttoj/opendata
Datasets opened by Lithium Technologies | Klout
Language:Protocol Buffer
kauttoj/handong1587.github.io
Language:CSS
kauttoj/SIF
sentence embedding by Smooth Inverse Frequency weighting scheme
Language:Python
kauttoj/CNN-for-Sentence-Classification-in-Keras
Convolutional Neural Networks for Sentence Classification in Keras
Language:Python
kauttoj/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.
Language:Jupyter Notebook
kauttoj/stan_testing
Language:Python
kauttoj/pystan
PyStan, the Python interface to Stan
Language:Python
kauttoj/cheatsheets-ai
Essential Cheat Sheets for deep learning and machine learning researchers