cdglissov Goto Github PK

02456-deep-learning-with-pytorch

Exercises and supplementary material for the deep learning course 02456 using PyTorch.

advanced-statistical-modelling

Projects with statistical modelling (GLMs, likelihood, HMM, mixtures, mixed effect models)

adversarial_augmentation

We set out to investigate how very simple data augmentations, applied at test time, can be used to defend against adversarial attacks.

bda_course_aalto

Bayesian Data Analysis course at Aalto

bombermanrl

Using Reinforcement learning to play Bomberman

cdglissov.github.io

Front-end fun. Created using HTML, Bootstrap, JavaScript, Sass, GitHub actions, and Webpack.

computational-tools-for-data-analysis

Work done in the course 02807

constrained-optimization

Exercises with constrained optimization (SQP, Trust regions, Newton, LP, Markowitz, KKT)

css-exercises

Play with some css

data_tools_projects

Projects in the course 02807

database-systems

dotfiles

Dotfiles backup

first-java-project

Small Java project

fun-with-computer-vision

Fun with some computer vision projects (CycleGAN, segmentation, sliding window)

fun-with-gans

This will be a future repo of different GANs

geometric-dl-dn

Creating graph data and comparing linear and geometric approaches

langchain

🦜🔗 Build context-aware reasoning applications

latex-css

LaTeX.css is a CSS library that makes your website look like a LaTeX document

mbml_project

Using dynamic LDA to extract topics from speeches in the danish parliament.

miwae_with_t_dist

Testing a t-distribution assumption for the latent space and decoder. The model is from this paper: https://arxiv.org/abs/1812.02633

newyork_covid19_demographics

Analysis of the correlation between demographical indicators and spread of COVID-19.

nyc.covid19

postgres_dbt

Just experimenting with dbt.

recurrent-flows-msc

Combining normalizing flows and deep latent variable models to generate video.

researchdb

Simple research database with SQL.

social-data-analysis

Assignments done in the course social data analysis

supply_chains_predictability

Project about supply chains and predictability between markets.

time-series-analysis

Projects with time series analysis (SETAR, IGAR, MMAR, MARIMA, CTSM, Kalman, GARCH, RLS)