tox21
There are 0 repository under tox21 topic.
filipsPL / tox21_dataset
Datasets used in the tox21 challenge
YoucefBYu / Drug-descovery-project
With the rise of deep learning models and the successful result showing in different domains (such as Computer vision and Natural language processing)researchers and laboratories of chem-informatics try to apply these techniques in drug design and discovery. recently,the application of Deep Learning in this area of research has made a good progress but it is in the early stage and we can’t say that the results lead us to rational drug design,which mean designing new drugs without in Vivo and human trials. in this project project, we apply different machine learning models on drug design and discovery datasets with multiple tasks (each dateset has a task or goal to achieve from the analysis) after the evaluation and comparison of our results and the benchmarks we found that the huge problem is the small amount of data.
UnixJunkie / deepchem-playground
some scripts using deepchem
Language:Python 3dinabandhu50 / PROJECT_tox21
Multi-label classification problem.
Language:Jupyter Notebook 0biobricks-ai / tox21
Tox21 quantitative high throughput screening (qHTS) 10K library data
Language:ClojureEPA data on 1,800 chemicals across 700+ assay endpoints
Language:Rdjoy4stem / tox_21_qsar
Descriptive analysis and QSAR modelling for tox_21 datasets
Language:Jupyter Notebook