Pouria Mistani's repositories
simulated_annealing
Simulated annealing to reconstruct porous media from two point correlation functions
CAEP
The stochastic theory for cell aggregate electroporation, Python library
hpc_sdk_boilerplate
NVIDIA HPC SDK starter template
NeMo
NeMo: a toolkit for conversational AI
protein-aggregation-kinetics
Lumry-Eyring Nucleated-Polymerization (LENP) Model of Protein Aggregation Kinetics
esm
Evolutionary Scale Modeling (esm): Pretrained language models for proteins
esmjax
ESM2 protein language models in JAX/Flax
Google-Cloud-Platform-Killswitch
Limit the total costs which can be incurred by your Google Cloud Platform account.
Grokking-System-Design
Systems design is the process of defining the architecture, modules, interfaces, and data for a system to satisfy specified requirements. Systems design could be seen as the application of systems theory to product development.
jax-am
Additive manufacturing simulation with JAX.
jax2torch
Use Jax functions in Pytorch
jaxngp
JAX implementation of instant-ngp (NeRF part)
llama
Inference code for LLaMA models
llvm-pass-skeleton
example LLVM pass
microservices-fastapi-grpc-demo
Demo for gRPC and fastAPI client/server microservices
ModelMenagerie
ModelMenagerie: Efficient JAX & PyTorch Implementations for Cutting-Edge Papers
neuralangelo
Official implementation of "Neuralangelo: High-Fidelity Neural Surface Reconstruction" (CVPR 2023)
plenoxels
JAX implementation of Plenoxels
pyamg
Algebraic Multigrid Solvers in Python
segmentation_cloud_service
Flask and Bootstrap Web App for GCP cloud deployment of the "Monte Carlo dropout method for uncertainty quantification in image segmentation"
system-design-primer
Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
walk-jump
Official repository for discrete Walk-Jump Sampling (dWJS)