Valentyn Melnychuk (@Valentyn1997)
github

Valentyn1997

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  • Stars
    star
    196
  • Global Rank 124,821 (Top 5 %)
  • Followers 31
  • Following 20
  • Registered almost 8 years ago
  • Most used languages
    Jupyter Notebook
         54.5 %
    Python
         45.5 %
  • Location ๐Ÿ‡ฉ๐Ÿ‡ช Germany
  • Country Total Rank 7,801
  • Country Ranking
    Jupyter Notebook
         334
    Python
         1,403

Top repositories

1

CausalTransformer

Code for the paper "Causal Transformer for Estimating Counterfactual Outcomes"
Python
104
star
2

xray

Unsupervised Anomaly Detection for X-Ray Images
Jupyter Notebook
44
star
3

kg-alignment-lessons-learned

Implementation of reproducibility paper "Knowledge Graph Entity Alignment with Graph Convolutional Networks: Lessons Learned"
Python
16
star
4

semi-supervised-text-classification

Adaptation of FixMatch for Semi-supervised text classification
Jupyter Notebook
9
star
5

INFs

Code for the paper "Normalizing Flows for Interventional Density Estimation"
Python
7
star
6

oct-diagn-semi-supervised

Implementation of the paper "Matching the Clinical Reality: Accurate OCT-Based Diagnosis From Few Labels"
Jupyter Notebook
7
star
7

seal-regression

Linear Regression on Homomorphic Encrypted Data, based on PySEAL package
Jupyter Notebook
4
star
8

RICB

Code for the paper "Bounds on Representation-Induced Confounding Bias for Treatment Effect Estimation"
Python
3
star
9

meme

Multimodal Emotion Messaging Estimator
Jupyter Notebook
1
star
10

CSM-APID

Code for the paper "Partial Counterfactual Identification of Continuous Outcomes with a Curvature Sensitivity Model"
Python
1
star
11

semi-supervised-certain-pseudo-labeling

Jupyter Notebook
1
star