Topic: tox21 Goto Github
Some thing interesting about tox21
Some thing interesting about tox21
tox21,Tox21 quantitative high throughput screening (qHTS) 10K library data
Organization: biobricks-ai
tox21,EPA data on 1,800 chemicals across 700+ assay endpoints
Organization: biobricks-ai
Home Page: https://www.epa.gov/chemical-research/toxicity-forecasting
tox21,Multi-label classification problem.
User: dinabandhu50
Home Page: https://github.com/dinabandhu50/PROJECT_tox21
tox21,Descriptive analysis and QSAR modelling for tox_21 datasets
User: djoy4stem
tox21,Datasets used in the tox21 challenge
User: filipspl
tox21,some scripts using deepchem
User: unixjunkie
tox21,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 canβt 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.
User: youcefbyu
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