Pinned Repositories
aitextgen
A robust Python tool for text-based AI training and generation using GPT-2.
alternate_stream
Implementations of ephemeral streams UNet for alternative hardwares, SambaNova and Cerebras.
cath_funfam_api
Pythonic API to access CATH sequence search functionality
cross_framework_hpo
Exploration of cross framework model divergence through hyperparameter optimization
cross_framework_hpo_website
Website for hosting cross framework hpo data.
cross_framework_mnist
Parameter sweeps for MNIST - cross framework testing.
crossedwires
Python package and documentation to access CrossedWires dataset.
ephemeral_streams_code
Code for developing deep learning identification of ephemeral streams in high res aerial imagery.
spaceray
Integration of HyperSpace with Ray Tune hyperparameter search functionality.
genslm
GenSLMs: Genome-scale language models reveal SARS-CoV-2 evolutionary dynamics
maxzvyagin's Repositories
maxzvyagin/aitextgen
A robust Python tool for text-based AI training and generation using GPT-2.
maxzvyagin/cath_funfam_api
Pythonic API to access CATH sequence search functionality
maxzvyagin/cross_framework_hpo
Exploration of cross framework model divergence through hyperparameter optimization
maxzvyagin/cross_framework_hpo_website
Website for hosting cross framework hpo data.
maxzvyagin/cross_framework_mnist
Parameter sweeps for MNIST - cross framework testing.
maxzvyagin/crossedwires
Python package and documentation to access CrossedWires dataset.
maxzvyagin/ephemeral_streams_code
Code for developing deep learning identification of ephemeral streams in high res aerial imagery.
maxzvyagin/spaceray
Integration of HyperSpace with Ray Tune hyperparameter search functionality.
maxzvyagin/DeepSpeed_no_mca
DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.
maxzvyagin/foolbox
A Python toolbox to create adversarial examples that fool neural networks in PyTorch, TensorFlow, and JAX
maxzvyagin/fourier_neural_operator
Use Fourier transform to learn operators in differential equations.
maxzvyagin/gene_transformer_tune
maxzvyagin/GeneGAN
maxzvyagin/hyper_resilient_experiments
Project for testing integration between hyperspace tuning and framework model resiliency.
maxzvyagin/hyperslurm
Hyperparameter optimization using individual slurm jobs
maxzvyagin/hyperspace
Distributed Bayesian Optimization
maxzvyagin/maxzvyagin.github.io
My personal site.
maxzvyagin/mdlearn
Machine learning for molecular dynamics
maxzvyagin/mine-pytorch
Mutual Information Neural Estimation in Pytorch
maxzvyagin/mpcs50101-2023-summer-finalproject-nsherrard
maxzvyagin/mutate_msa
Mutation and MSA generations for AlphaFold adversarial attacks.
maxzvyagin/openfold
Trainable, memory-efficient, and GPU-friendly PyTorch reproduction of AlphaFold 2
maxzvyagin/pytorch-lightning
The lightweight PyTorch wrapper for high-performance AI research. Scale your models, not the boilerplate.
maxzvyagin/resilient_alexnet
maxzvyagin/SC20-GB-CS1-ThetaGPU-AI-driven-MD
Stream-AI-MD: Streaming AI-driven Adaptive Molecular Simulations
maxzvyagin/thermonucleotideBLAST
Searching DNA/RNA sequence databases with PCR and/or probe queries
maxzvyagin/thetaspaceray
Theta batching for SpaceRay package in order to submit Cobalt jobs and run spaces on different GPU nodes.
maxzvyagin/tom_theta_scripts
Scripts for Tom to run on ThetaGPU.
maxzvyagin/transformers
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
maxzvyagin/ubuild-jekyll
A Jekyll theme designed to work with Forestry Blocks