jbalma

jbalma's Stars

• awesomedata/awesome-public-datasets

  A topic-centric list of HQ open datasets.

  61.2k2.3k1169.9k

• google-research/google-research

  Google Research

  Language:Jupyter Notebook34.4k7541.3k7.9k

• google-deepmind/graph_nets

  Build Graph Nets in Tensorflow

  Language:Python5.4k225130782

• benedekrozemberczki/awesome-graph-classification

  A collection of important graph embedding, classification and representation learning papers with implementations.

  Language:Python4.8k21710742

• Tencent/tencent-ml-images

  Largest multi-label image database; ResNet-101 model; 80.73% top-1 acc on ImageNet

  Language:Python3.1k13165515

• corundum/corundum

  Open source FPGA-based NIC and platform for in-network compute

  Language:Verilog1.7k88170422

• tensorflow/mesh

  Mesh TensorFlow: Model Parallelism Made Easier

  Language:Python1.6k5183255

• Open-Catalyst-Project/ocp

  Open Catalyst Project's library of machine learning methods for catalysis

  Language:Python63123167218

• mlcommons/ck

  Collective Knowledge (CK) and Collective Mind (CM): community projects to automate MLPerf and learn how to run AI, ML and other emerging workloads in a more efficient and cost-effective way across diverse models, datasets, software and hardware

  Language:Python60952494117

• 3dem/relion

  Image-processing software for cryo-electron microscopy

  Language:C++456501.1k203

• google-deepmind/lab2d

  A customisable 2D platform for agent-based AI research

  Language:C++422143054

• benedekrozemberczki/GAM

  A PyTorch implementation of "Graph Classification Using Structural Attention" (KDD 2018).

  Language:Python269121657

• CrayLabs/SmartSim

  SmartSim Infrastructure Library.

  Language:Python235717637

• LLNL/lbann

  Livermore Big Artificial Neural Network Toolkit

  Language:C++2262347178

• maxjiang93/ugscnn

  Spherical CNNs on Unstructured Grids Using Parameterized Differential Operators

  Language:Python16614823

• HewlettPackard/dlcookbook-dlbs

  Deep Learning Benchmarking Suite

  Language:Python130261450

• deep500/deep500

  A Deep Learning Meta-Framework and HPC Benchmarking Library

  Language:Python817326

• ss12f32v/GANsynth-pytorch

  A simplified PyTorch implementation of GANsynth

  Language:Jupyter Notebook81547

• PPPLDeepLearning/plasma-python

  PPPL deep learning disruption prediction package

  Language:Python80103042

• stasl0217/UKGE

  Code and data for paper "Embedding Uncertain Knowledge Graphs"

  Language:Python5281316

• benedekrozemberczki/NMFADMM

  A sparsity aware implementation of "Alternating Direction Method of Multipliers for Non-Negative Matrix Factorization with the Beta-Divergence" (ICASSP 2014).

  Language:Python455111

• HEPTrkX/heptrkx-gnn-tracking

  Language:Jupyter Notebook295027

• sparticlesteve/cosmoflow-benchmark

  Benchmark implementation of CosmoFlow in TensorFlow Keras

  Language:Jupyter Notebook2071310

• Chen-Cai-OSU/hea-ml

  Machine Learning for High Entropy Alloy

  Language:Python14101

• CLEANit/heatenginegym

  A collection of heat engines, based on the OpenAI Gym environment framework for use with reinforcement learning applications.

  Language:Python141055

• jbalma/pharml

  PharML is a framework for predicting compound affinity for protein structures. It utilizes a novel Molecular-Highway Graph Neural Network (MH-GNN) architecture based on state-of-the-art techniques in deep learning. This repository contains the visualization, preprocessing, training, and inference code written in Python and C. In addition, we provide an ensemble of pre-trained models which can readily be used for quickly generating rank-ordered predictions of compound affinity relative to a given target. DISCLAIMER: Compounds predicted by PharML.Bind should not be used without consulting a doctor or pharmacist - all results should be considered unverified and used only as a starting point for further investigation. Use at your own risk!

  Language:Python13404

• mlperf-deepts/nns

  Estimating neural network runtime characteristics

  Language:Jupyter Notebook10412

• sparticlesteve/nersc-pytorch-build

  Build scripts for PyTorch @ NERSC

  Language:Shell8321

• sparticlesteve/heptrkx-gnn-tracking

  Language:Jupyter Notebook7506

• sparticlesteve/ocp

  https://opencatalystproject.org/

  Language:Python3200