Data & Analytics

"Routes EEG, ECoG, MEG, and related electrophysiology deep-learning

"Evaluate and summarize Boltz prediction outputs, benchmark result

"Use Biotite for computational molecular biology workflows:

"Operate BigGAN-PyTorch sampling from compatible checkpoints,

"Route BiRefNet image/video inference, mask saving, foreground

"Install and statically inspect the legacy OpenMMLab BEVFormer and

"Validate nuScenes + CAN-bus layout and the generated BEVFormer

"Analyze BEVFormer logs and utility outputs while separating safe

Route BertViz head_view and model_view attention-visualization tasks.

"Tunes BERTopic topic-term extraction with c-TF-IDF,

"Save, load, and share BERTopic models locally or on the Hugging

"Select, adapt, and troubleshoot BERTopic embedding backends,

"Inspect and visualize trained BERTopic models with topic,

"Use BERT-pytorch to instantiate the model, train on a tiny corpus,

"Use BERT-pytorch to build, load, and debug vocabularies and

"Routes BackgroundMattingV2 image, video, webcam, and throughput

"Guides agents configuring and troubleshooting Axolotl multi-GPU,

"Use AutoViz text-column cleaning and wordcloud behavior for

"Use AutoViz to profile tabular data and generate static or

"Use AutoViz data-quality reports and FixDQ to inspect and repair

"Routes AutoViz users to automated EDA, data-quality, and

Run automl_gs / automl_grid_search on a CSV and target field.

"Build, evaluate, customize, troubleshoot, and deploy AutoGluon

"Route AutoGluon repo tasks across tabular ML, time-series