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carpentries-incubator
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deep-learning-intro
Learn Deep Learning with Python
https://carpentries-incubator.github.io/deep-learning-intro/
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Add exercise on one-hot encoding
#317
svenvanderburg
closed
1 year ago
0
Add exercise on dropout
#316
svenvanderburg
closed
1 year ago
0
Add exercise on convolutional neural network understanding
#315
svenvanderburg
closed
1 year ago
0
Rename objectives
#314
svenvanderburg
closed
1 year ago
1
Add exercise on understanding one-hot encoding
#313
svenvanderburg
closed
1 year ago
0
reverted objectives to concise statements
#312
cpranav93
closed
1 year ago
2
Added resources for better understanding convnets
#311
dsmits
closed
1 year ago
1
271 accessibility
#310
cpranav93
closed
1 year ago
1
Figure missing in episode 04
#309
cpranav93
closed
1 year ago
2
288 make sure the content matches the objectives for each episode
#308
dsmits
closed
1 year ago
0
modified set-up to include jupyterlab
#307
cpranav93
closed
1 year ago
0
added conda environment in setup
#306
cpranav93
closed
1 year ago
1
Slightly rephrase objectives and questions
#305
svenvanderburg
closed
1 year ago
0
Add workaround for ssl error loading cifar-10 dataset
#304
svenvanderburg
closed
1 year ago
1
Teaching Intro to Deep Learning
#303
NidhiGowdra
closed
1 year ago
9
Upload slides
#302
dsmits
closed
1 year ago
4
Exercise to explain activation functions
#301
dsmits
closed
1 year ago
1
Add a picture to intro about optimization/gradient descent
#300
dsmits
closed
1 year ago
1
add axis labels to all plots
#299
CunliangGeng
opened
1 year ago
0
Add optional exercise "Trial and Error" at the end of episode 2
#298
CunliangGeng
closed
9 months ago
1
Add resources for visually understanding advanced layers
#297
CunliangGeng
closed
1 year ago
0
Explain trainable and non-trainable parameters
#296
CunliangGeng
closed
1 year ago
0
add equations for calculating number of parameters
#295
CunliangGeng
closed
1 year ago
1
Add prediction and plot image for episode 4
#294
CunliangGeng
closed
5 months ago
1
Use functions to wrap up model creation for episode 4
#293
CunliangGeng
closed
1 year ago
1
why not using one-hot encoding and softmax for CIFAR-10 model
#292
CunliangGeng
closed
11 months ago
1
Using more test data than training data
#291
CunliangGeng
closed
5 months ago
1
SSL error when loading CIFAR-10 dataset
#290
CunliangGeng
closed
1 year ago
0
Inverse axes for 'prediction vs true value' scatter plots episode 3
#289
svenvanderburg
opened
1 year ago
0
Make sure the content matches the objectives for each episode
#288
svenvanderburg
closed
1 year ago
4
Check that all exercises are designed with diagnostic power
#287
svenvanderburg
closed
1 year ago
3
Check that learning objectives for the lesson and its episodes are clear, descriptive, and measurable
#286
svenvanderburg
closed
1 year ago
0
add function to detect nan
#285
CunliangGeng
closed
1 year ago
0
EMBL Heidelberg - 2022
#284
unode
closed
1 year ago
2
Improve answer 3. of exercise to simplify the model in episode 3
#283
dsmits
closed
1 year ago
0
Improve solution to exercise: simplify the model and add data in episode 3
#282
dsmits
closed
1 year ago
1
fix wrong solution
#281
CunliangGeng
closed
1 year ago
0
Wrong solution in episode 3 exercise "explore the dataset"
#280
CunliangGeng
closed
1 year ago
0
batch_size introduced before discussing batch normalization
#279
cpranav93
closed
1 year ago
1
Improve solution to "The Training Curve" exercise
#278
tobyhodges
closed
11 months ago
1
Episode 3 improvements
#277
svenvanderburg
closed
1 year ago
0
add Tensorflow playground link
#276
CunliangGeng
closed
1 year ago
1
Participants should create conda environment for setup
#275
dsmits
closed
1 year ago
1
Add rules on resolving merge conflicts to PR
#274
svenvanderburg
closed
1 year ago
0
Modified answer to suggest at multiple answers
#273
cpranav93
closed
1 year ago
0
Check that all episode objectives are assessed
#272
svenvanderburg
closed
1 year ago
3
Check accessibility of the lesson
#271
svenvanderburg
closed
1 year ago
0
Rename step 9. hyperparameter tuning to 9. Refining the model
#270
cpranav93
closed
11 months ago
1
add exercise
#269
CunliangGeng
closed
1 year ago
0
Episode3 add workflow steps#117
#268
cpranav93
closed
1 year ago
0
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