Fromage and Programming<!-- --> |

Personal Projects


Made for uni courses or during my spare time

Mturk2gform

July 23, 2021

#aws

#mturk

#appscript

#docker

#javascript

Python package to sychronize forms generation using google Appscript and human labelling resources of Amazon Mechanical Turk

Emojis Dataset

December 20, 2020

#python

#docker

#NLP

#tsne

#mturk

Semester project consisting in the design, gathering and analysis of textual description of emojis in order to represent them in an accurate semantic space.

From Adam to W

July 2, 2020

#python

#sklearn

#pytorch

Comparison of AdamW optimizer performances over classical optimization algorithms on practical ML tasks (image classification, speech recognition)

CheapTorch

June 18, 2020

#python

#pytorch

Constrained implementation of a neural network framework where the autograd feature is not available to perform back propagations.

Yet Another MNIST classifier

June 17, 2020

#genetic_algorithm

Benchmarking of hyperparameter tuning methods comparison of a genetic algorithm performances with a grid search approach

Torchlurk

May 16, 2020

#pytorch

#flask

#D3.js

#gradCAM

#saliency-map

#CNN

Python package to gain insights into a trained pytorch CNN using gradCAM, saliency maps and filter visualizations methods.

EmoDB Speech Classification

April 20, 2020

#speech-processing

#python

#speechpy

Emotion classification on a german speach dataset

NMR chemical shifts esimation

December 19, 2019

#python

#pytorch

Chemical shielding of hydrogen atoms estimation using ML approach for NMR spectroscopy

Dunnhumby dataset analysis

November 30, 2019

#python

#nltk

#gensim

#plotly

#networkx

Data analysis of customer food habits using the dunnhumby dataset

Higg Boson Competition

October 23, 2019

#python

#sklearn

#pytorch

ML competition (kaggle-style)

Network for Mouse Genetics

October 18, 2019

#networkx

#pygsp

#sklearn

#graph-nn

Mouse hair color phenotype prediction based on genotype information using graph neural network

Machine Learning Competition ETH

May 8, 2019

#python

#sklearn

#keras

#pseudo-labelling

Students ML classification challeng competition

C++ Multithreaded Coencapsulation

June 13, 2017

#C++

#multithreading

#PID

#microfluidic

#OpenCV

Development of a real time image analysis software for RNA single cell sequencing using a microcontroller device.