Associate Professor at section for Cognitive Systems (CogSys), Technical University of Denmark (DTU). Main focus: MLOPs and efficient ML
dtu_mlops. Exercises and supplementary material for the machine learning operations course at DTU.
802pl_crossvalidate. Python
64libcpab. CPAB Transformations: finite-dimensional spaces of simple, fast, and highly-expressive diffeomorphisms derived from parametric, continuously-defined, velocity fields in Numpy, Tensorflow and Pytorch
51ddtn. Repository for our upcoming code, that we used for our "Deep diffeomorphic transformer networks" paper (Accepted to CVPR 2018). Will be update during the spring of 2018.
50mlops_template. Python
32cuda_expm. Matrix exponential in cuda for pytorch and tensorflow
17ku_devops. Python
8py_uci. Python library for loading data from the UCI Machine Learning Repository
7dtu_cs_thesis. TeX
7john. Python
7unsuper. Some unsupervised algorithms
7pytorch-metrics. Metrics for pytorch
6example_mlops. Python
4pytorch-lightning. The lightweight PyTorch wrapper for ML researchers. Scale your models. Write less boilerplate
3SkafteNicki.github.io. My Github pages personal webpage
3pytorchtape. Python
2LMNN_matlab. Matlab implementation of the large margin nearest neighbor algorithm
2mlflow_sweep. Python
1cusolver_example. Example of calling cusolver from python by using pytorch
1calibrated_vae. Python
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