wwydmanski

RLinWiFi

Code for "Contention Window Optimization in IEEE 802.11ax Networks with Deep Reinforcement Learning" article published at WCNC 2021.

hypertab

Code for "HyperTab: Hypernetwork Approach for Deep Learning on Small Tabular Datasets"

cosine-dim-reduct

Notebooks and pytorch models for "Cosine similarity preserving dimensionality reduction of dense embedding vectors" talk at ISMB 2022

gender-extractor

A tool that tries to guess the gender of a person given a name.

molecular-optimization

A transformer-based molecular optimization framework. Optimize any molecule using an arbitrary scoring function while maintaining its integrity and purpose.

2dPointVis

biobert-torchserve

Torchserve application with providing biomedical text embeddings

Chemformer

crs19-monitor

Monitor of SARS-CoV-2 variants and mutations

data_loader

A helper script for loading tabular datasets

deep_dreaming_dogs

CNN filter visualisation algorithm with training included

effective_python

Effective Python programming (in Polish, maybe in English in near future)

ExMAS

Exact Matching of Attractive Shared rides (ExMAS) for system-wide strategic evaluations

FourierFighters

A game in which you yield the power of digital signal processing and use it to banish foes

hypernet-cnn

metagenome_assembly

WDL Workflow for metagenome assembly

NL-Augmenter

NL-Augmenter 🦎 → 🐍 A Collaborative Repository of Natural Language Transformations

primer-schemes

Primer schemes for real-time genome epidemiology

pyprimer_old

query_PT

Query public transport connections for a set of trip requests (from given origin to a destination at given departure time)

raga-llm-hub

Framework for LLM evaluation, guardrails and security

react-django-cookiecutter

sra-downloader

A script for batch-downloading data from SRA built on SRA-Toolki

stable_diffusion_1.5_inpaint

staged-recipes

A place to submit conda recipes before they become fully fledged conda-forge feedstocks

trl-training

ViT-pytorch

Pytorch reimplementation of the Vision Transformer (An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale)

vllm

A high-throughput and memory-efficient inference and serving engine for LLMs

worker-vllm

The RunPod worker template for serving our large language model endpoints. Powered by vLLM.

wwydmanski.github.io