samsledje
PhD student @ MIT. Studying computational biology and bioinformatics.
Massachusetts Institute of TechnologyCambridge, MA
Pinned Repositories
peft_proteomics
LoRA for protein language models
ConPLex
Adapting protein language models and contrastive learning for highly-accurate drug-target interaction prediction.
ConPLex_dev
D-SCRIPT
A structure-aware interpretable deep learning model for sequence-based prediction of protein-protein interactions
EHRport
Your Data. Your Doctors.
HamSandwichViz
Visualization of the Ham Sandwich Theorem and algorithm for the plane
philharmonic
Pipeline for decoding the functional networks of non-model organisms
samsledje.github.io
Personal website for Sam Sledzieski
TreeFix-TP
Phylogenetic error correction using a transmission-aware cost function
virDTL
samsledje's Repositories
samsledje/ConPLex
Adapting protein language models and contrastive learning for highly-accurate drug-target interaction prediction.
samsledje/D-SCRIPT
A structure-aware interpretable deep learning model for sequence-based prediction of protein-protein interactions
samsledje/ConPLex_dev
samsledje/EHRport
Your Data. Your Doctors.
samsledje/HamSandwichViz
Visualization of the Ham Sandwich Theorem and algorithm for the plane
samsledje/philharmonic
Pipeline for decoding the functional networks of non-model organisms
samsledje/samsledje.github.io
Personal website for Sam Sledzieski
samsledje/TreeFix-TP
Phylogenetic error correction using a transmission-aware cost function
samsledje/ablm
Protein language model customized for antibodies
samsledje/AdventOfCode
samsledje/als_regulation_20440
A multi-omics approach to mapping genetic dysregulation in Amyotrophic Lateral Sclerosis (ALS)
samsledje/approximate_ISORANK
Fast and Highly Scalable ISORANK optimization
samsledje/compbio
Python libraries and utilities for computational biology
samsledje/DomainBed
DomainBed is a suite to test domain generalization algorithms
samsledje/evolocity
Evolutionary velocity with protein language models
samsledje/fastDSD
Combining DSD (Cao et al. 2013) runtime optimizations from reemagit
samsledje/Ohno
Code that prints "Oh no" when you run it, and makes you say "Oh no" when you read it
samsledje/Pseudotemporal_GRN_Learning
samsledje/python-package-template
🚀 Your next Python package needs a bleeding-edge project structure.
samsledje/rapppid
Regularised Automatic Prediction of Protein-Protein Interactions using Deep Learning
samsledje/rosalind
Bioinformatics problems from rosalind.info
samsledje/SaML-Lib
A place for me to practice implementation of machine learning algorithms
samsledje/TDC
Therapeutics Data Commons: Machine Learning Datasets and Tasks for Drug Discovery and Development