dmitrav
Data & AI engineer, consultant, researcher
D ONE | Data Driven Value CreationZürich, Switzerland
Pinned Repositories
monitoring_system
Core of the platform for monitoring mass-spec performance
shiny_qc
A Shiny web-service 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
stepik-algorithms
Tasks from Stepik online courses "Algorithms: theory and practice"
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++
dmitrav's Repositories
dmitrav/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
dmitrav/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.
dmitrav/calibration
dmitrav/iml-tasks
Projects from "Introduction to Machine Learning" at ETHZ
dmitrav/is-based-normalization
Preface to FI-MS baseline prediction and data normalisation using spiked-in ISs
dmitrav/leetcode-problems
LeetCode problems: practising Java / C++
dmitrav/monitoring_system
Core of the platform for monitoring mass-spec performance
dmitrav/normalization
RALPS: regularised adversarial learning for eliminating batch effects in omics data
dmitrav/qc_metrics_generator
Follow-up on ms_feature_extractor
dmitrav/reGRiE
Agent-based TF dynamics simulator
dmitrav/shiny_qc
A Shiny web-service for monitoring mass-spec performance
dmitrav/smcb-tasks
Repository for tasks from course "Statistical Models in Computational Biology"
dmitrav/stepik-algorithms
Tasks from Stepik online courses "Algorithms: theory and practice"
dmitrav/tab-play-mar-21
Kaggle: Tabular Playground Series — Mar 2021