Pinned Repositories
s4
Solid-state synthesis science analyzer. Thermo, features, ML, and more.
synthesis-paragraph-classifier
Codes and models for "Semi-supervised machine-learning classification of materials synthesis procedures". (https://doi.org/10.1038/s41524-019-0204-1)
text-mined-synthesis_public
Codes for text-mined solid-state reactions dataset
awesome-textmining-materials-science
Collection of papers on text mining for materials science
mbtr
A code for calculating MBTR molecule/crystal structure representation. (https://doi.org/10.1088/2632-2153/aca005)
opt-einsum-torch
Memory-efficient optimum einsum using opt_einsum planning and PyTorch kernels.
ScientificTopics
Topic models trained on millions of scientific papers
scrapy-proxies
Random proxy middleware for Scrapy
MatBERT
A pretrained BERT model on materials science literature
hhaoyan's Repositories
hhaoyan/awesome-textmining-materials-science
Collection of papers on text mining for materials science
hhaoyan/opt-einsum-torch
Memory-efficient optimum einsum using opt_einsum planning and PyTorch kernels.
hhaoyan/mbtr
A code for calculating MBTR molecule/crystal structure representation. (https://doi.org/10.1088/2632-2153/aca005)
hhaoyan/ScientificTopics
Topic models trained on millions of scientific papers
hhaoyan/scrapy-proxies
Random proxy middleware for Scrapy
hhaoyan/api
[WIP] New API for Materials Project
hhaoyan/cs249a-recyclebot
RecycleBot project for CS 149/249a
hhaoyan/dominance-analysis
This package can be used for dominance analysis or Shapley Value Regression for finding relative importance of predictors on given dataset. This library can be used for key driver analysis or marginal resource allocation models.
hhaoyan/homebrew-utilities
My own collection of Homebrew programs
hhaoyan/horovod
Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.
hhaoyan/icml18-jtnn
Junction Tree Variational Autoencoder for Molecular Graph Generation (ICML 2018)
hhaoyan/LightLDA
Scalable, fast, and lightweight system for large-scale topic modeling
hhaoyan/mbtr-grad
Gradient domain learning using many-body tensor representation (MBTR)
hhaoyan/mp-react-components
A set of react components for the material project
hhaoyan/Multiverso
Parameter server framework for distributed machine learning
hhaoyan/nni
An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.
hhaoyan/paper_boltzmann_generators
hhaoyan/pixy2
hhaoyan/transformers
🤗Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0.
hhaoyan/tsocks
<p>A GPL-licensed program for transparent SOCKS proxying. E.g.:</p><p><tt>tsocks curl whatismyip.org</tt></p><p>Will display the IP of the SOCKS proxy configured in /etc/tsocks.conf, without curl having to know anything about it.</p>