Alexandre Filiot's repositories
Balanced-Graph-Matching
Compressed Sensing project - ENSAE ParisTech
Bayesian-Personalization-Of-A-Tumor-Growth-Model
Project on Medical Imaging - MVA MSc
BRATS-preprocessing
Reproduce BRATS preprocessing for a given patient (needed: 4 modalities T1, T2, T1c and FLAIR, optional: segmentation).
Deep-Learning-For-Very-Small-Data
Homework on training deep networks with very small data - MVA MSc
Information-Directed-Sampling-For-Multi-Arm-Bandit-Problems
Review project on Information Directed Sampling - MVA MSc
MVA-Projects
Projects done as part of the MVA MSc (ENS Paris-Saclay, 2019), mathematics, computer vision and statistical learning.
Text-Generation
NLP project on Language Modelling - ENSAE ParisTech
afiliot.github.io
Personal webpage.
ENSAE-Projects
Projects done during the 2nd and 3rd years of ENSAE Paris engineering school (2017-2019).
Deep-Reinforcement-Learning-For-Rats
Homework on deep reinforcement learning - MVA MSc
EM-Algorithm-And-Gaussian-Pooling
Statistical project on the Expectation-Maximization algorithm applied to gaussian pooling - ENSAE ParisTech
GANs-And-VAEs-For-Gaussian-Mixture
Homework on GANs and VAEs - MVA MSc
Geometrical-Forms-Classification
Homework on geometrical forms classification - MVA MSc
Iceberg-Classifier-Challenge
Personal project on the "Statoil C-CORE Iceberg Classifier" Kaggle competition - ENSAE ParisTech
Image-Retrieval-On-Oxford-Dataset
Homework on image retrieval and clustering on Oxford buildings data set - MVA MSc
Kernel-Methods-For-Genomics
Data challenge with kernel methods - MVA MSc
Mutlingual-Words-Embedding
Homework on mutlilingual word embeddings and sentence classification - MVA MSc
Non-Linear-Dimensionality-Reduction
Project on Non-Linear Dimensionality Reduction - ENSAE ParisTech
Preference-Learning-And-Movie-Reviews
Project on preference learning - ENSAE ParisTech
Racial-Inequalities-On-Employability
Econometrics project on the role of racial inequalities on employability - ENSAE ParisTech
Time-Series-For-Airport-Visits
Time series project on Paris Airport - ENSAE ParisTech
Titanic-Challenge
Personal notebook on the popular Titanic challenge (Kaggle)