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ContextLab
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CDL-tutorials
Repo containing useful tutorials on different topics, methods, software tools, and packages used by the CDL
http://www.context-lab.com/publications#course-mats
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Updates needed in "Pushing to pip" section of "packages" tutorial
#69
paxtonfitzpatrick
opened
3 years ago
0
fix instructions for testing installation with TestPyPI in packages tutorial
#68
paxtonfitzpatrick
opened
4 years ago
0
Efficient learning free recall dataset
#67
jeremymanning
opened
5 years ago
2
STAN tutorial and Dockerfile
#66
tmuntianu
closed
5 years ago
1
added scheduling folder from lab-manual repo
#65
paxtonfitzpatrick
closed
5 years ago
0
Tutorial on TensorFlow
#64
jeremymanning
opened
6 years ago
0
Tutorial on STAN and/or Edward, Bayesian graphical models
#63
jeremymanning
closed
5 years ago
1
Tutorial on getting/soliciting/effectively managing community support
#62
jeremymanning
opened
6 years ago
0
Tutorial on debugging with Jupiter notebooks and PyCharm
#61
jeremymanning
opened
6 years ago
0
Tutorial on optimizing and profiling code, algorithm design
#60
jeremymanning
opened
6 years ago
0
Tutorial on vectorizing code, map/reduce, lambda functions, list comprehensions
#59
jeremymanning
opened
6 years ago
0
Tutorial on python decorators: memoizing/ caching, numba, cython
#58
jeremymanning
opened
6 years ago
0
Tutorial on coding resources: how to find and track new ideas, new tools where to get help, also learning new stuff
#57
jeremymanning
opened
6 years ago
0
Tutorial on plotting, data visualization (Matplatlib, seaboard, plotly, hypertools)
#56
jeremymanning
opened
6 years ago
0
Tutorial on cluster computer, JupyterHub, parallel computing, when to run on cluster, ndoli vs discovery
#55
jeremymanning
opened
6 years ago
0
Tutorial on LaTeX/Overleaf
#54
jeremymanning
opened
6 years ago
0
Tutorial on writing science & giving talks/posters --> effective communicating
#53
jeremymanning
opened
6 years ago
0
Tutorial on Adobe Illustrator
#52
jeremymanning
opened
6 years ago
0
Tutorial on data organization, getting data (from APIs, websites, etc), and data learning, data scrapping twitter, youtube, etc
#51
jeremymanning
opened
6 years ago
0
Tutorial on deep learning: convolutional neural nets, GANs, adversarial networks
#50
jeremymanning
opened
6 years ago
0
tutorial on naturalistic stimuli: how/why
#49
jeremymanning
opened
6 years ago
0
tutorial on scikit-learn
#48
jeremymanning
opened
6 years ago
0
tutorial on data structures: lists, trees, tasks, datasets, file formats, I/o, memory management
#47
jeremymanning
opened
6 years ago
0
tutorial on python-based fMRI: nilearn, nibabel, pymvpa
#46
jeremymanning
opened
6 years ago
0
tutorial on text models (topic models, word2vec, sentiment analysis)
#45
jeremymanning
opened
6 years ago
0
tutorial on time series models
#44
jeremymanning
opened
6 years ago
0
Hardware: tutorial on how to build stuff
#43
jeremymanning
opened
6 years ago
0
Neuromath + ML (linear algebra + concepts, regression, optimization, curve fitting, stats, circular stats, graph theory) tutorial
#42
jeremymanning
opened
6 years ago
0
Numpy/Pandas
#41
jeremymanning
opened
6 years ago
0
Psychopy tutorial
#40
jeremymanning
opened
6 years ago
0
jsPsych / Mturk tutorial
#39
jeremymanning
opened
6 years ago
0
Docker
#38
jeremymanning
closed
5 years ago
1
Jupyter tutorial
#37
jeremymanning
opened
6 years ago
0
TravisCI
#36
jeremymanning
closed
5 years ago
1
PyCharm and IDEs
#35
jeremymanning
closed
5 years ago
1
how to program tutorial
#34
jeremymanning
opened
6 years ago
1
github + terminal tutorial
#33
jeremymanning
opened
6 years ago
0
Update Pandas tutorial
#32
jeremymanning
opened
6 years ago
0
Correlation tutorial
#31
jeremymanning
opened
6 years ago
0
tutorial formats
#30
jeremymanning
opened
6 years ago
0
final clean up of python package tutorial
#29
jeremymanning
closed
6 years ago
1
Package updates
#28
andrewheusser
closed
6 years ago
0
add script to generate all non-code files automatically if they don't exist
#27
jeremymanning
opened
6 years ago
1
auto-generate conf.py
#26
jeremymanning
opened
6 years ago
0
Option install
#25
lucywowen
closed
6 years ago
0
add optional packages
#24
lucywowen
closed
6 years ago
0
packages tutorial-- to do list
#23
jeremymanning
closed
6 years ago
5
updated dockerfile and added travis
#22
lucywowen
closed
6 years ago
0
copied Dockerfile outside of tutorial folder and removed comments
#21
andrewheusser
closed
6 years ago
0
add recommended sequence to main readme (after we're done with the first round of tutorials)
#20
jeremymanning
opened
6 years ago
0
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