alevas
ML Engineer at 35up | LLMs & Deep Learning | Human Digitality, eager to train machines (and myself)
35up.comBerlin, DE
Pinned Repositories
2017-AcousticBrainz-Genre-Task
This task invites participants to predict genre and subgenre of unknown music recordings (songs) given automatically computed features of those recordings. The goal of our task is to understand how genre classification can explore and address the subjective and culturally-dependent nature of genre categories.
assignment-2016-3
Third algorithm assignment
assignment-2023-2
Second assignment for the 2023 course.
city_of_athens_urban_data
Processed GIS dataset of City Blocks and Backyards of the Municipality of Athens, Greece
data
Data and code behind the articles and graphics at FiveThirtyEight
deployable-toy-model
julia-ml-course
Julia programming for Machine Learning course at TU Berlin
lyric-sentiment
Sentiment analysis of all songs that entered the Billboard Hot 100 charts from 1958-2019
song_cleaner
A tokenization and text manipulation command line tool for removing various symbols & replace words with apostrophes with the originals.
xai_similarity_transformers
Implementation for the paper Explaining Text Similarity in Transformer Models
alevas's Repositories
alevas/song_cleaner
A tokenization and text manipulation command line tool for removing various symbols & replace words with apostrophes with the originals.
alevas/xai_similarity_transformers
Implementation for the paper Explaining Text Similarity in Transformer Models
alevas/deployable-toy-model
alevas/2017-AcousticBrainz-Genre-Task
This task invites participants to predict genre and subgenre of unknown music recordings (songs) given automatically computed features of those recordings. The goal of our task is to understand how genre classification can explore and address the subjective and culturally-dependent nature of genre categories.
alevas/assignment-2016-3
Third algorithm assignment
alevas/assignment-2023-2
Second assignment for the 2023 course.
alevas/city_of_athens_urban_data
Processed GIS dataset of City Blocks and Backyards of the Municipality of Athens, Greece
alevas/data
Data and code behind the articles and graphics at FiveThirtyEight
alevas/julia-ml-course
Julia programming for Machine Learning course at TU Berlin
alevas/lyric-sentiment
Sentiment analysis of all songs that entered the Billboard Hot 100 charts from 1958-2019
alevas/lyricsHAN
Music Genre Classification by Lyrics using a Hierarchical Attention Network
alevas/math_machine_learning
alevas/pedalshield
A collection about electrosmash's pedalshield-due
alevas/ThinkDSP
Think DSP: Digital Signal Processing in Python, by Allen B. Downey.
alevas/wolf3d
The original open source release of Wolfenstein 3D
alevas/word.tagging
A word tagging project created during my master thesis.
alevas/XAI_Transformers
Official Code Implementation of the paper : XAI for Transformers: Better Explanations through Conservative Propagation