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212 results

R Consortium
useR! 2020: Trustworthy Machine Learning: Debugging with Expert Knowledge (H. Kotthaus), poster

This video is part of the virtual useR! 2020 conference. Find supplementary material on our website https://user2020.r-project.org/.

3:07
useR! 2020: Trustworthy Machine Learning: Debugging with Expert Knowledge (H. Kotthaus), poster

1,424 views

5 years ago

The Debug Zone
How to Retrieve Loss Function History with tf.contrib.opt.ScipyOptimizerInterface

In this video, we delve into the intricacies of TensorFlow's optimization capabilities, specifically focusing on the `tf.contrib.opt.

1:33
How to Retrieve Loss Function History with tf.contrib.opt.ScipyOptimizerInterface

8 views

1 year ago

The Debug Zone
Fixing TensorFlow InvalidArgumentError: In[0] is Not a Matrix Explained

... a beginner or an experienced developer, understanding this error is crucial for troubleshooting your machine learning models.

2:23
Fixing TensorFlow InvalidArgumentError: In[0] is Not a Matrix Explained

3 views

1 year ago

The Debug Zone
Fixing ValueError: Unknown Label Type in Machine Learning Models

In this video, we dive into a common issue faced by machine learning practitioners: the ValueError related to unknown label types.

2:20
Fixing ValueError: Unknown Label Type in Machine Learning Models

4 views

8 months ago

The Debug Zone
Decoding Sequences in Gaussian HMM: Solutions to Common Challenges

In this video, we delve into the fascinating world of Gaussian Hidden Markov Models (HMMs) and explore the intricacies of ...

3:32
Decoding Sequences in Gaussian HMM: Solutions to Common Challenges

17 views

7 months ago

The Debug Zone
TensorFlow 1.2 Estimator API: Using tf.summary for Effective Logging

Effective logging is crucial for monitoring and debugging machine learning models, and we'll explore how to leverage this feature ...

1:52
TensorFlow 1.2 Estimator API: Using tf.summary for Effective Logging

27 views

10 months ago

The Debug Zone
How to Debug NaNs in Keras with TensorFlow: Common Solutions and Tips

In this video, we dive into the common issue of NaN (Not a Number) values that can arise during the training of neural networks in ...

1:33
How to Debug NaNs in Keras with TensorFlow: Common Solutions and Tips

3 views

1 year ago

The Debug Zone
Debugging TensorFlow Serving Batching Issues: No Effect Observed Solutions

In this video, we dive into the complexities of debugging batching issues in TensorFlow Serving. If you've ever encountered ...

3:33
Debugging TensorFlow Serving Batching Issues: No Effect Observed Solutions

20 views

1 year ago

The Debug Zone
Fixing Rank Error in tf.nn.dynamic_rnn: Common Issues and Solutions

In this video, we dive into the common challenges faced when using TensorFlow's `tf.nn.dynamic_rnn`, particularly focusing on ...

1:34
Fixing Rank Error in tf.nn.dynamic_rnn: Common Issues and Solutions

9 views

1 year ago

The Machine Learning Engineer
Debug Python code With embed  #machinelearning  #datascience

In this video I will show you how to debug your python code without using an IDE or breakpoints Code: ...

2:55
Debug Python code With embed #machinelearning #datascience

114 views

2 years ago

The Debug Zone
How to Print All Placeholder Variable Names from TensorFlow Meta Graph

In this video, we delve into the intricacies of TensorFlow's Meta Graph and explore how to effectively print all placeholder variable ...

3:58
How to Print All Placeholder Variable Names from TensorFlow Meta Graph

11 views

1 year ago

The Debug Zone
Resolving NaN Production and Divergence Errors in Gamma GLM Models

In this video, we delve into the common challenges faced when working with Gamma Generalized Linear Models (GLMs), ...

2:25
Resolving NaN Production and Divergence Errors in Gamma GLM Models

22 views

1 year ago

The Debug Zone
Solving Strange Results in Keras with TensorFlow: Common Issues & Fixes

In this video, we dive into the world of Keras and TensorFlow to tackle some of the most perplexing issues that developers ...

3:29
Solving Strange Results in Keras with TensorFlow: Common Issues & Fixes

2 views

9 months ago

The Debug Zone
Fixing Keras Load_Model Lambda Activation Issues: A Step-by-Step Guide

In this video, we tackle a common challenge faced by many developers when using Keras: issues with loading models that utilize ...

2:48
Fixing Keras Load_Model Lambda Activation Issues: A Step-by-Step Guide

5 views

1 year ago

The Debug Zone
Fixing InvalidArgumentError: Expected Dimension in Range [-1, 1) in TensorFlow

In this video, we dive into a common issue faced by TensorFlow users: the InvalidArgumentError related to expected dimensions.

3:03
Fixing InvalidArgumentError: Expected Dimension in Range [-1, 1) in TensorFlow

4 views

1 year ago

The Debug Zone
Fixing XGBoostError: Label Size Mismatch in Predictions Explained

In this video, we dive into a common issue encountered when using XGBoost: the "Label Size Mismatch" error during predictions.

3:35
Fixing XGBoostError: Label Size Mismatch in Predictions Explained

3 views

9 months ago