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Making self-supervised learning work on molecules by using their 3D geometry to pre-train GNNs. Implemented in DGL and Pytorch Geometric.
Huggingface Transformers + Adapters = ❤️
Predicting direct protein-protein interactions with AlphaFold deep learning neural network models.
AlphaFill is an algorithm based on sequence and structure similarity that “transplants” missing compounds to the AlphaFold models. By adding the molecular context to the protein structures, the models can be more easily appreciated in terms of function and structure integrity.
Ankh: Optimized Protein Language Model
A tool for removing redundant genomes from a set of assemblies
aweMAGs: a fully automated workflow for eukariotic MAGs
A curated list of awesome AI and Bioinformatics.
A curated list of Cheminformatics libraries and software.
A list of software for pangenomics
A curated list of Python packages related to chemistry
A curated list of resources for machine learning for small-molecule drug discovery
Snakemake workflow to systematically analyze BGCs and pangenomes of large number genomes
Methods and classes to support Biosynthetic Gene Cluster analysis
Python scripts to handle a two way voice conversation with Anthropic Claude, using ElevenLabs, Faster-Whisper, and Pygame.
Masked language models of biosynthetic gene clusters
BRAKER is a pipeline for fully automated prediction of protein coding gene structures with GeneMark-ES/ET and AUGUSTUS in novel eukaryotic genomes
Visualize CLT in Python
科研工作专用ChatGPT拓展,特别优化学术Paper润色体验,支持自定义快捷按钮,支持markdown表格显示,Tex公式双显示,代码显示功能完善,新增本地Python工程剖析功能/自我剖析功能
Use ChatGPT to summarize the arXiv papers. 全流程加速科研,利用chatgpt进行论文总结+润色+审稿+审稿回复
Message Passing Neural Networks for Molecule Property Prediction
A generative model for programmable protein design
A web-based interface for CNC milling controller running Grbl, Marlin, Smoothieware, or TinyG.
Enzyme Activity Prediction of Sequence Variants onNovel Substrates using Improved Substrate Encodings and Convolutional Pooling
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