wwydmanski
Researcher @ UJ, looking into ML applications in biotechnology
Małopolska Centre of Biotechnology UJCracow, Poland
Pinned Repositories
gisaid-scrapper
Scrapping tool for GISAID data regarding SARS-CoV-2
polish-microbiome-project
drilling-the-hole
Winning solution for Bosch Rexroth's "WE MOVE. YOU WIN" contest on HackYeah 2019.
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.
hypertab
Code for "HyperTab: Hypernetwork Approach for Deep Learning on Small Tabular Datasets"
molecular-optimization
A transformer-based molecular optimization framework. Optimize any molecule using an arbitrary scoring function while maintaining its integrity and purpose.
RLinWiFi
Code for "Contention Window Optimization in IEEE 802.11ax Networks with Deep Reinforcement Learning" article published at WCNC 2021.
wwydmanski's Repositories
wwydmanski/RLinWiFi
Code for "Contention Window Optimization in IEEE 802.11ax Networks with Deep Reinforcement Learning" article published at WCNC 2021.
wwydmanski/hypertab
Code for "HyperTab: Hypernetwork Approach for Deep Learning on Small Tabular Datasets"
wwydmanski/cosine-dim-reduct
Notebooks and pytorch models for "Cosine similarity preserving dimensionality reduction of dense embedding vectors" talk at ISMB 2022
wwydmanski/gender-extractor
A tool that tries to guess the gender of a person given a name.
wwydmanski/molecular-optimization
A transformer-based molecular optimization framework. Optimize any molecule using an arbitrary scoring function while maintaining its integrity and purpose.
wwydmanski/Bielik-how-to-start
Scripts and tutorials on how to get started working with Bielik.
wwydmanski/Chemformer
wwydmanski/crs19-monitor
Monitor of SARS-CoV-2 variants and mutations
wwydmanski/data_loader
A helper script for loading tabular datasets
wwydmanski/effective_python
Effective Python programming (in Polish, maybe in English in near future)
wwydmanski/European-OpenLLM-Projects
We’re OpenLLM Europe 🇪🇺, an Open Source community committed to empower LLM projects in all European languages, specifically medium and low-resource languages.
wwydmanski/ExMAS
Exact Matching of Attractive Shared rides (ExMAS) for system-wide strategic evaluations
wwydmanski/FlagEmbedding
Retrieval and Retrieval-augmented LLMs
wwydmanski/hypernet-cnn
wwydmanski/metagenome_assembly
WDL Workflow for metagenome assembly
wwydmanski/NL-Augmenter
NL-Augmenter 🦎 → 🐍 A Collaborative Repository of Natural Language Transformations
wwydmanski/primer-schemes
Primer schemes for real-time genome epidemiology
wwydmanski/pyprimer_old
wwydmanski/query_PT
Query public transport connections for a set of trip requests (from given origin to a destination at given departure time)
wwydmanski/raga-llm-hub
Framework for LLM evaluation, guardrails and security
wwydmanski/react-django-cookiecutter
wwydmanski/scirepeval
SciRepEval benchmark training and evaluation scripts
wwydmanski/sra-downloader
A script for batch-downloading data from SRA built on SRA-Toolki
wwydmanski/stable_diffusion_1.5_inpaint
wwydmanski/staged-recipes
A place to submit conda recipes before they become fully fledged conda-forge feedstocks
wwydmanski/trl-training
wwydmanski/ViT-pytorch
Pytorch reimplementation of the Vision Transformer (An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale)
wwydmanski/vllm
A high-throughput and memory-efficient inference and serving engine for LLMs
wwydmanski/worker-vllm
The RunPod worker template for serving our large language model endpoints. Powered by vLLM.
wwydmanski/wwydmanski.github.io