Piotr Wójcik's repositories
hovernet_inference
HoVer-Net inference code for simultaneous nuclear segmentation and classification
Instance_based_Vision_Transformer
Instance-based Vision Transformer for Subtyping of Papillary Renal Cell Carcinoma in Histopathological Image-MICCAI 2021
interview_questions
PhD interview Cologne
megan
Code for "Molecule Edit Graph Attention Network: Modeling Chemical Reactions as Sequences of Graph Edits"
QuPathGeoJSONImportExport
Coincides with blogpost for using geojson and shapely
AME
Active Visual Exploration Based on Attention-Map Entropy
mdf
Multi-scale discriminator feature-wise loss function
PromptNucSeg
Code for paper "Unleashing the Power of Prompt-driven Nucleus Instance Segmentation"
scalapy
Use the world of Python from the comfort of Scala!
scalapy-numpy
Static facades for using NumPy in ScalaPy
scalapy-tensorflow
Static facades for using TensorFlow in ScalaPy
simclr
SimCLRv2 - Big Self-Supervised Models are Strong Semi-Supervised Learners
SimCLR-1
A PyTorch implementation of SimCLR based on ICML 2020 paper "A Simple Framework for Contrastive Learning of Visual Representations"
SimCLR-in-TensorFlow-2
(Minimally) implements SimCLR (https://arxiv.org/abs/2002.05709) in TensorFlow 2.
solo-learn
solo-learn: a library of self-supervised methods for visual representation learning powered by Pytorch Lightning
system-design-interview
System design interview for IT companies
TSP_DRL_PtrNet
PyTorch1.6, "Neural Combinatorial Optimization with Reinforcement Learning", Pointer Networks, Deep RL(Actor-Critic), Traveling Salesman Problem
UvA_Summaries
Summaries of courses in the AI Master programme at UvA
VAMPIRE_open
open source version of VAMPIRE analysis : visually-aided morpho-phenotyping recognition
vissl
VISSL is FAIR's library of extensible, modular and scalable components for SOTA Self-Supervised Learning with images.