A benchmark dataset for polymer informatics.
☆108May 31, 2021Updated 5 years ago
Alternatives and similar repositories for PI1M
Users that are interested in PI1M are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆30Feb 13, 2025Updated last year
- Implementation of "TransPolymer: a Transformer-based language model for polymer property predictions" in PyTorch☆97Nov 17, 2023Updated 2 years ago
- Tool for the canonicalization of Polymer SMILES (P🙂) strings☆37Sep 3, 2024Updated 2 years ago
- Unified machine learning model for predicting polymer properties through human language instructions☆35May 6, 2025Updated last year
- polyVERSE is a comprehensive repository of informatics-ready datasets curated by the Ramprasad Group.☆47Updated this week
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- rule-based virtual polymer library generator☆56Dec 23, 2025Updated 10 months ago
- Augmenting Polymer Datasets via Iterative Rearrangement☆13Jun 30, 2023Updated 3 years ago
- Supplementary Data for "A graph representation of molecular ensembles for polymer property prediction"☆25Oct 12, 2022Updated 4 years ago
- The Block Copolymer Phase Behavior Database (BCDB)☆21Mar 1, 2024Updated 2 years ago
- The repository for the generative pretrained model on polymer generation☆23Mar 20, 2026Updated 7 months ago
- POINT2 Database -- POlymer INformatics Training and Testing Database based on PI1M☆30Mar 10, 2026Updated 7 months ago
- Message Passing Neural Networks for Molecule Property Prediction☆52Oct 12, 2022Updated 4 years ago
- Well-trained models and generative outcomes for the paper "Benchmarking Study of Deep Generative Models for Inverse Polymer Design"☆12Aug 8, 2025Updated last year
- Polymer property prediction with GNNs and deep set learning.☆34May 31, 2023Updated 3 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- ☆13Feb 4, 2025Updated last year
- RadonPy is a Python library to automate physical property calculations for polymer informatics.☆290Oct 13, 2026Updated 2 weeks ago
- ☆22Feb 16, 2024Updated 2 years ago
- ☆38Jul 18, 2025Updated last year
- Reinforcement Learning-Guided Polymer Gen- eration for Multi-Objective Gas Membrane Discovery☆16Jun 5, 2026Updated 4 months ago
- ☆14Dec 28, 2025Updated 10 months ago
- Code for the paper Copolymer Informatics with Multi-Task Deep Neural Networks☆15Sep 3, 2024Updated 2 years ago
- A Python library for prediction of polymeric material properties.☆24May 6, 2022Updated 4 years ago
- [KDD'22] Source codes of "Graph Rationalization with Environment-based Augmentations"☆48Mar 27, 2025Updated last year
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Revealing Factors Influencing Polymer Degradation with Rank-based Machine Learning☆11Aug 22, 2023Updated 3 years ago
- CRIPT Python SDK☆11May 29, 2024Updated 2 years ago
- A machine-learning implementation that learns generalizable, interpretable models connecting polymer chemistry to membrane gas permeabili…☆45Jun 1, 2025Updated last year
- Database and code for predicting polymer solubility with machine learning.☆12Dec 11, 2024Updated last year
- ☆25Sep 3, 2024Updated 2 years ago
- ☆13May 13, 2022Updated 4 years ago
- ☆33May 14, 2025Updated last year
- [CIKM2024] The official implementation of "MMPolymer: A Multimodal Multitask Pretraining Framework for Polymer Property Prediction"☆39Aug 20, 2025Updated last year
- An open-source effort towards accessible polymer data☆49Dec 26, 2020Updated 5 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Generator of SMILES string from bigSMILES with extension☆36May 15, 2025Updated last year
- Large language models, physics-based modeling, experimental measurements: the trinity of data-scarce learning of polymer properties☆15Sep 4, 2025Updated last year
- PolyMetriX is a comprehensive Python library that powers the entire machine learning workflow for polymer informatics.☆50Jul 15, 2026Updated 3 months ago
- ☆12Jul 4, 2025Updated last year
- BigSMILES☆11Jun 16, 2024Updated 2 years ago
- ☆22Feb 1, 2026Updated 9 months ago
- Code for "Inverse Design of Copolymers Including Stoichiometry and Chain Architecture"☆13Nov 19, 2025Updated 11 months ago