Anton's Portfolio

CapsNet for Morphology Evolution Prediction
Train a capsule based neural network to classify galaxies!
DeepCaps: Deeper Capsule Networks
Construct and compare deeper CapsNets on various classification tasks!
OpenVaccine:COVID-19 Kaggle Competition
My solution to the COVID-19 mRNA Vaccine Degradation Prediction
Text Summarizer
A transformer model that summarizes given input in PyTorch
DeepLense: Test 1
Solution to Test 1 for prospective GSoC 2024 applicants
DeepLense: Test 2
Solution to Test 2 for prospective GSoC 2024 applicants
DeepLense: Test 3
Solution to Test 3 for prospective GSoC 2024 applicants
DeepLense: Test 4
Solution to Test 4 for prospective GSoC 2024 applicants
DeepLense: Test 5
Solution to Test 5 for prospective GSoC 2024 applicants
Beginner PyTorch Networks
Solutions to deep learning related challenges by NeetCode
PyTorch Basics
Implementations of basic neural networks from scratch