Pinned Repositories
GAN_Synthetic_Medical_Image_Augmentation
Implementation of the technique introduced in the paper "GAN-based Synthetic Medical Image Augmentation for increased CNN Performance in Liver Lesion Classification" from Frid-Adar et al. in 2018, using a different dataset and differing architectural topology to reproduce similar results.
Bionic_Text_Markdown
Convert ordinary string of text into bionic text within markdown. Very easy to use. Bionic text is a text format that makes reading easier for people with ADHD.
CycleGAN_Implementation
PyTorch implementation of the CycleGAN model, in adherence to the original paper by Jun-Yan Zhu et al.
DD2401_Neuroscience
Laboration assignemts in computational neuroscience from the course DD2401 Neuroscience at KTH.
DD2421_Machine_Learning
DD2437_Artificial_Neural_Networks_and_Deep_Architectures
fastapi_security_playground
Personal playground to get hands-on understanding of FastAPI features
Generative_Models
Implementations of various generative models.
Hopfield_Network
ID2223_Scaleable_Machine_Learning_and_Deep_Learning
NicoEssi's Repositories
NicoEssi/Bionic_Text_Markdown
Convert ordinary string of text into bionic text within markdown. Very easy to use. Bionic text is a text format that makes reading easier for people with ADHD.
NicoEssi/fastapi_security_playground
Personal playground to get hands-on understanding of FastAPI features
NicoEssi/Uncategorized_Code
Uncategorized code repository for the purpose of keeping GitHub cleaner. Random stuff goes in here, such as hacked code, practice code, experimentation code, et cetera. Uncategorized projects go into a different repository.
NicoEssi/CycleGAN_Implementation
PyTorch implementation of the CycleGAN model, in adherence to the original paper by Jun-Yan Zhu et al.
NicoEssi/DD2437_Artificial_Neural_Networks_and_Deep_Architectures
NicoEssi/DD2401_Neuroscience
Laboration assignemts in computational neuroscience from the course DD2401 Neuroscience at KTH.
NicoEssi/GAN_Synthetic_Medical_Image_Augmentation
Implementation of the technique introduced in the paper "GAN-based Synthetic Medical Image Augmentation for increased CNN Performance in Liver Lesion Classification" from Frid-Adar et al. in 2018, using a different dataset and differing architectural topology to reproduce similar results.
NicoEssi/DD2421_Machine_Learning
NicoEssi/Radial_Basis_Function_Network
NicoEssi/Hopfield_Network
NicoEssi/ID2223_Scaleable_Machine_Learning_and_Deep_Learning
NicoEssi/Salary_Prediction_Model_2019
text to be added.
NicoEssi/TensorFlow_Exercises
Exercises and implementations of TensorFlow, for the purpose of learning and mastering it.
NicoEssi/Machine_Learning_scikit-learn
Primarily meant for my data scientist students. Simple implementations and applications of many machine learning algorithms in Python, along with proper documentation and data sets used.
NicoEssi/PyTorch_Exercises
Various implementations using PyTorch for the purpose of learning and mastering it.
NicoEssi/Generative_Models
Implementations of various generative models.
NicoEssi/Scientific_Python
Practicing implementation and application of NumPy, Matplotlib, SciPy, Numba, and other scientific libraries in Python.