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Repo containing useful tutorials on different topics, methods, software tools, and packages used by the CDL

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tutorial on data structures: lists, trees, tasks, datasets, file formats, I/o, memory management

jeremymanning avatar jeremymanning

tutorial on python-based fMRI: nilearn, nibabel, pymvpa

jeremymanning avatar jeremymanning

tutorial on text models (topic models, word2vec, sentiment analysis)

jeremymanning avatar jeremymanning

tutorial on time series models

jeremymanning avatar jeremymanning

Hardware: tutorial on how to build stuff

- ephys rigs (rodent? human?) - experimental equipment (rodent mazes? eye tracking stuff?) - maybe something on CAD and 3d printing?

jeremymanning avatar jeremymanning

Neuromath + ML (linear algebra + concepts, regression, optimization, curve fitting, stats, circular stats, graph theory) tutorial

- Tricks for vectorizing - "What is machine learning?"

jeremymanning avatar jeremymanning

Numpy/Pandas

Possibly update/extend existing pandas tutorial?

jeremymanning avatar jeremymanning

Psychopy tutorial

jeremymanning avatar jeremymanning

jsPsych / Mturk tutorial

jeremymanning avatar jeremymanning

Jupyter tutorial

jeremymanning avatar jeremymanning

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verified publisher icon ContextLab

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Repo containing useful tutorials on different topics, methods, software tools, and packages used by the CDL

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