dmitrav Goto Github PK

calibration

iml-tasks

Projects from "Introduction to Machine Learning" at ETHZ

is-based-normalization

Preface to FI-MS baseline prediction and data normalisation using spiked-in ISs

leetcode-problems

LeetCode problems: practising Java / C++

monitoring_system

Core of the platform for monitoring mass-spec performance

morpho-learner

Comparison of representations learned with 16 deep learning setups trained under identical conditions on 770k biological image dataset. Weakly-supervised vs unsupervised vs self-supervised vs regularized learning.

normalization

RALPS: regularised adversarial learning for eliminating batch effects in omics data

pheno-ml

Self-supervised learning for studying temporal and morphological drug effects in cancer cell images + ConvAE trained on 1M image dataset for transfer learning applications

qc_metrics_generator

Follow-up on ms_feature_extractor

regrie

Agent-based TF dynamics simulator

shiny_qc

A Shiny web-service for monitoring mass-spec performance

smcb-tasks

Repository for tasks from course "Statistical Models in Computational Biology"

stepik-algorithms

Tasks from Stepik online courses "Algorithms: theory and practice"

tab-play-mar-21

Kaggle: Tabular Playground Series — Mar 2021