ContextLab/CDL-tutorials

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

Stars: 17
Forks: 4
Open beginner issues: 0
Indexed issues: 39

Dominant language: Jupyter Notebook
License: No license data
Last GitHub push: Feb 18, 2020
Latest indexed: Sep 15, 2026
Contributing guide: No contributing guide
Code of conduct: No code of conduct
Beginner labels: No beginner labels indexed
PR merge metrics: No merged PRs in 30d

Beginner friendly Everything

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Updates needed in "Pushing to pip" section of "packages" tutorial Open

Difficulty 1/5 1-3 hours Newbie friendliness 45/100

ContextLab/CDL-tutorials#69 · Opened Jun 3, 2021
fix instructions for testing installation with TestPyPI in packages tutorial Open

Difficulty 1/5 Under an hour Newbie friendliness 68/100

ContextLab/CDL-tutorials#68 · Opened Dec 18, 2019
Efficient learning free recall dataset Open

Difficulty 5/5 Over a week Newbie friendliness 15/100

ContextLab/CDL-tutorials#67 · 2 comments · Opened Apr 23, 2019
Tutorial on TensorFlow Open

Difficulty 5/5 Over a week Newbie friendliness 20/100

ContextLab/CDL-tutorials#64 · Opened Oct 12, 2018
Tutorial on getting/soliciting/effectively managing community support Open

Difficulty 5/5 Over a week Newbie friendliness 15/100

ContextLab/CDL-tutorials#62 · Opened Oct 12, 2018
Tutorial on debugging with Jupiter notebooks and PyCharm Open

Difficulty 5/5 Over a week Newbie friendliness 20/100

ContextLab/CDL-tutorials#61 · Opened Oct 12, 2018
Tutorial on optimizing and profiling code, algorithm design Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

ContextLab/CDL-tutorials#60 · Opened Oct 12, 2018
Tutorial on vectorizing code, map/reduce, lambda functions, list comprehensions Open

Difficulty 5/5 Over a week Newbie friendliness 20/100

ContextLab/CDL-tutorials#59 · Opened Oct 12, 2018
Tutorial on python decorators: memoizing/ caching, numba, cython Open

Difficulty 5/5 Over a week Newbie friendliness 20/100

ContextLab/CDL-tutorials#58 · Opened Oct 12, 2018
Tutorial on coding resources: how to find and track new ideas, new tools where to get help, also learning new stuff Open

Difficulty 5/5 Over a week Newbie friendliness 15/100

ContextLab/CDL-tutorials#57 · Opened Oct 12, 2018
Tutorial on plotting, data visualization (Matplatlib, seaboard, plotly, hypertools) Open

Difficulty 4/5 3-5 days Newbie friendliness 20/100

ContextLab/CDL-tutorials#56 · Opened Oct 12, 2018
Tutorial on cluster computer, JupyterHub, parallel computing, when to run on cluster, ndoli vs discovery Open

Difficulty 5/5 Over a week Newbie friendliness 20/100

ContextLab/CDL-tutorials#55 · Opened Oct 12, 2018
Tutorial on LaTeX/Overleaf Open

Difficulty 5/5 Over a week Newbie friendliness 20/100

ContextLab/CDL-tutorials#54 · Opened Oct 12, 2018
Tutorial on writing science & giving talks/posters --> effective communicating Open

Difficulty 5/5 Over a week Newbie friendliness 20/100

ContextLab/CDL-tutorials#53 · Opened Oct 12, 2018
Tutorial on Adobe Illustrator Open

Difficulty 5/5 Over a week Newbie friendliness 15/100

ContextLab/CDL-tutorials#52 · Opened Oct 12, 2018
Tutorial on data organization, getting data (from APIs, websites, etc), and data learning, data scrapping twitter, youtube, etc Open

Difficulty 5/5 Over a week Newbie friendliness 20/100

ContextLab/CDL-tutorials#51 · Opened Oct 12, 2018
Tutorial on deep learning: convolutional neural nets, GANs, adversarial networks Open

Difficulty 5/5 Over a week Newbie friendliness 20/100

ContextLab/CDL-tutorials#50 · Opened Oct 12, 2018
tutorial on naturalistic stimuli: how/why Open

Difficulty 5/5 Over a week Newbie friendliness 20/100

ContextLab/CDL-tutorials#49 · Opened Oct 12, 2018
tutorial on scikit-learn Open

Difficulty 5/5 Over a week Newbie friendliness 15/100

ContextLab/CDL-tutorials#48 · Opened Oct 12, 2018
tutorial on data structures: lists, trees, tasks, datasets, file formats, I/o, memory management Open

Difficulty 5/5 Over a week Newbie friendliness 15/100

ContextLab/CDL-tutorials#47 · Opened Oct 12, 2018
tutorial on python-based fMRI: nilearn, nibabel, pymvpa Open

Difficulty 5/5 Over a week Newbie friendliness 15/100

ContextLab/CDL-tutorials#46 · Opened Oct 12, 2018
tutorial on text models (topic models, word2vec, sentiment analysis) Open

Difficulty 5/5 Over a week Newbie friendliness 15/100

ContextLab/CDL-tutorials#45 · Opened Oct 12, 2018
tutorial on time series models Open

Difficulty 5/5 Over a week Newbie friendliness 15/100

ContextLab/CDL-tutorials#44 · Opened Oct 12, 2018
Hardware: tutorial on how to build stuff Open

Difficulty 5/5 Over a week Newbie friendliness 20/100

ContextLab/CDL-tutorials#43 · Opened Oct 12, 2018
Neuromath + ML (linear algebra + concepts, regression, optimization, curve fitting, stats, circular stats, graph theory) tutorial Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

ContextLab/CDL-tutorials#42 · Opened Oct 12, 2018
Numpy/Pandas Open

Difficulty 3/5 1-2 days Newbie friendliness 25/100

ContextLab/CDL-tutorials#41 · Opened Oct 12, 2018
Psychopy tutorial Open

Difficulty 5/5 Over a week Newbie friendliness 10/100

ContextLab/CDL-tutorials#40 · Opened Oct 12, 2018
jsPsych / Mturk tutorial Open

Difficulty 5/5 Over a week Newbie friendliness 10/100

ContextLab/CDL-tutorials#39 · Opened Oct 12, 2018
Jupyter tutorial Open

Difficulty 5/5 Over a week Newbie friendliness 15/100

ContextLab/CDL-tutorials#37 · Opened Oct 12, 2018
how to program tutorial Open

Difficulty 4/5 3-5 days Newbie friendliness 25/100

ContextLab/CDL-tutorials#34 · 1 comment · Opened Oct 12, 2018
github + terminal tutorial Open

Difficulty 5/5 Over a week Newbie friendliness 20/100

ContextLab/CDL-tutorials#33 · Opened Oct 12, 2018
Update Pandas tutorial Open

Difficulty 3/5 1-2 days Newbie friendliness 35/100

ContextLab/CDL-tutorials#32 · Opened Oct 12, 2018
Correlation tutorial Open

ContextLab/CDL-tutorials#31 · 2 assignees · Opened Oct 12, 2018
tutorial formats Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

ContextLab/CDL-tutorials#30 · Opened Oct 10, 2018
add script to generate all non-code files automatically if they don't exist Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

ContextLab/CDL-tutorials#27 · 1 comment · Opened Aug 22, 2018
auto-generate conf.py Open

Difficulty 3/5 1-2 days Newbie friendliness 38/100

ContextLab/CDL-tutorials#26 · Opened Aug 22, 2018
add recommended sequence to main readme (after we're done with the first round of tutorials) Open

Difficulty 2/5 1-3 hours Newbie friendliness 42/100

ContextLab/CDL-tutorials#20 · Opened Jan 17, 2018
voiceover videos Open

Difficulty 4/5 Over a week Newbie friendliness 30/100

ContextLab/CDL-tutorials#19 · Opened Jan 17, 2018
Store data...somewhere shareable Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

ContextLab/CDL-tutorials#5 · Opened Jan 5, 2018

ContextLab/CDL-tutorials

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