Peter St. John (pstjohn)

pstjohn

Geek Repo

Company:@NVIDIA

Location:Golden, CO

Home Page:pcstj.com/cv/

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Peter St. John's starred repositories

BioNeMo

For managing BioNeMo Service Example notebooks

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NeMo

A scalable generative AI framework built for researchers and developers working on Large Language Models, Multimodal, and Speech AI (Automatic Speech Recognition and Text-to-Speech)

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supernote-tool

Unofficial python tool for Supernote

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rdkit-sys

Rust crate for linking against the RDKit C++ API

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webdataset

A high-performance Python-based I/O system for large (and small) deep learning problems, with strong support for PyTorch.

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polars

Dataframes powered by a multithreaded, vectorized query engine, written in Rust

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pytorch-image-models

The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNetV4, MobileNet-V3 & V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more

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sematic

An open-source ML pipeline development platform

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mlb_showdown_card_bot

Showdown Bot is the simplest way of creating custom MLB Showdown cards. Simply enter a player's name, season, and image. The Showdown Bot takes care of the rest. Check it out https://showdownbot.com

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equinox

Elegant easy-to-use neural networks + scientific computing in JAX. https://docs.kidger.site/equinox/

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pytorch_geometric

Graph Neural Network Library for PyTorch

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torchdyn

A PyTorch library entirely dedicated to neural differential equations, implicit models and related numerical methods

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gvp-pytorch

Geometric Vector Perceptrons --- a rotation-equivariant GNN for learning from biomolecular structure

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gvp

Geometric Vector Perceptron --- a rotation-equivariant GNN for learning from biomolecular structure

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upper-bound-energy-gnn

GNN for predicting an upper bound of the relaxed energy for a given unrelaxed structure

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tf_geometric

Efficient and Friendly Graph Neural Network Library for TensorFlow 1.x and 2.x

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simple-resume-vue

Simple universal resume based on Vue

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graph-env

Reinforcement learning for combinatorial optimization over directed graphs

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rlmolecule

A reinforcement learning library for material and molecule optimization

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aesara

Aesara is a Python library for defining, optimizing, and efficiently evaluating mathematical expressions involving multi-dimensional arrays.

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spektral

Graph Neural Networks with Keras and Tensorflow 2.

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gnn

TensorFlow GNN is a library to build Graph Neural Networks on the TensorFlow platform.

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api-umbrella

Open source API management platform

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GraphDot

GPU-accelerated Marginalized Graph Kernel with customizable node and edge features; Gaussian process regression.

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cli

🥧 HTTPie CLI — modern, user-friendly command-line HTTP client for the API era. JSON support, colors, sessions, downloads, plugins & more.

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cobrakbase

KBase Interface for COBRApy

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eagerpy

PyTorch, TensorFlow, JAX and NumPy — all of them natively using the same code

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CNApy

An integrated visual environment for metabolic modeling with common methods such as FBA, FVA and Elementary Flux Modes, and advanced features such as thermodynamic methods, extended Minimal Cut Sets, OptKnock, RobustKnock, OptCouple and more!

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DECIMER-Image-Segmentation

Chemical structure detection and segmentation tool for Journal articles.

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