TDC
Drug Discovery Platform
A platform providing access to artificial intelligence methods and datasets for drug discovery and development, facilitating collaboration between biochemical and AI scientists.
Therapeutics Commons (TDC-2): Multimodal Foundation for Therapeutic Science
1k stars
26 watching
175 forks
Language: Jupyter Notebook
last commit: almost 2 years agoLinked from 1 awesome list
artificial-intelligencebenchmarksbioinformaticsbiologybiomedicinebiotechcheminformaticschemistrydatasetsdeep-learningdrug-discoverymachine-learningmedicineprecision-medicinetherapeutics
lmmentel/awesome-python-chemistryRelated projects:
| Repository | Description | Stars |
|---|---|---|
 mhlee0903/multi_channels_pinn | Investigating neural networks for drug discovery using multiple chemical descriptors. | 3 |
| mims-harvard/ohmnet | An algorithm for learning feature representations in multi-layer networks | 81 |
 zjulearning/graph_level_drug_discovery | A Python project that uses machine learning to improve the representation of molecules in drug discovery | 60 |
 microsoft/deepspeed-mii | A Python library designed to accelerate model inference with high-throughput and low latency capabilities | 1,924 |
 ailab-cvc/seed-bench | A benchmark for evaluating large language models' ability to process multimodal input | 322 |
 kexinhuang12345/deeppurpose | A toolkit for molecular modeling and prediction tasks using deep learning | 988 |
 dengjianyuan/survey_ai_drug_discovery | Compiles works on applying artificial intelligence in drug discovery to various areas | 314 |
 socathie/circomlib-ml | Provides pre-built, modular, and reusable components for machine learning and cryptographic computations | 169 |
 astrazeneca/chemicalx | A deep learning library for predicting the effects of combining two drugs | 719 |
 ml-tooling/ml-workspace | An all-in-one web-based IDE for machine learning and data science | 3,446 |
 mariewelt/openchem | A deep learning toolkit for computational chemistry and drug design research | 684 |
 jeff1evesque/machine-learning | A web-based platform for machine learning algorithms and data visualization using JavaScript, providing both a graphical interface and an API. | 258 |
 mlreef/mlreef | A platform for collaboration, data management, and reproducibility in machine learning development | 1,440 |
 shaharharel/cdn_molecule | Automates molecule design and drug discovery using machine learning models | 13 |
 ai-techsystems/deepc | A vendor-independent deep learning library and framework for small form-factor devices. | 568 |