databricks/tensorframes

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[DEPRECATED] Tensorflow wrapper for DataFrames on Apache Spark

Is databricks/tensorframes beginner-friendly?

We have not seen enough recent pull requests from outside contributors to databricks/tensorframes to say how often they are merged. No beginner-friendly issue is open right now; the list below has the other issues we hold for it.

Stars: 743
Forks: 158
Open beginner issues: 0
Indexed issues: 49

Dominant language: Scala
License: Apache-2.0
Last GitHub push: Nov 15, 2019
Latest indexed: Sep 15, 2026
Contributing guide: No contributing guide
Code of conduct: No code of conduct
Beginner labels: help wanted
PR merge metrics: No merged PRs in 30d

How to contribute to databricks/tensorframes

There is no contributing guide, so start from the README and a few recently merged pull requests to see how changes are proposed.
It ships a Dockerfile or Docker Compose file, so you can run it without installing its whole toolchain.
Your contributions will be published under the project's Apache-2.0 license.
Follow the repository to hear when a new beginner-friendly issue opens, or look through the other issues below.

Beginner friendly Everything

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Issues somebody may already be working on are listed last. List everything by date

Support with deep learning model plugging
Open
- Is something wrong?
Difficulty 5/5 Over a week Newbie friendliness 20/100

databricks/tensorframes#185 · Opened Jan 4, 2022
Need help with enabling GPUs while predicting through fine-tuned BERT Tensorflow Model on Azure Databricks
Open
- Is something wrong?
Difficulty 4/5 3-5 days Newbie friendliness 25/100

databricks/tensorframes#181 · Opened Oct 7, 2020
Having java.lang.NoSuchMethodError: org.tensorflow.framework.GraphDef.toByteString()
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Difficulty 4/5 3-5 days Newbie friendliness 30/100

databricks/tensorframes#179 · Opened May 15, 2020
Could not initialize class org.tensorframes.impl.SupportedOperations
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Difficulty 5/5 Over a week Newbie friendliness 15/100

databricks/tensorframes#176 · 2 comments · Opened Nov 28, 2019
Databricks Connect PyCharm NoClassDefFoundError
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Difficulty 4/5 3-5 days Newbie friendliness 30/100

databricks/tensorframes#165 · Opened Apr 24, 2019
Compilation is not working by following steps given in Readme
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Difficulty 2/5 1-3 hours Newbie friendliness 30/100

databricks/tensorframes#164 · Opened Mar 30, 2019
Use sbt-release to make/publish releases
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Difficulty 4/5 3-5 days Newbie friendliness 35/100

databricks/tensorframes#151 · Opened Jun 18, 2018
both string and binary is not working with map_blocks
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Difficulty 4/5 3-5 days Newbie friendliness 25/100

databricks/tensorframes#147 · 1 comment · Opened May 1, 2018
enable tensorflow.load for contrib so files
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Difficulty 5/5 Over a week Newbie friendliness 18/100

databricks/tensorframes#146 · Opened Apr 30, 2018
How can i aggregate on the same column for two different output with same pass?
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Difficulty 4/5 3-5 days Newbie friendliness 25/100

databricks/tensorframes#144 · Opened Apr 17, 2018
Do we really need java2cpp ?
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Difficulty 5/5 Over a week Newbie friendliness 25/100

databricks/tensorframes#142 · 2 comments · Opened Mar 21, 2018
PyPi tensorframes library installation problems ...
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- Is something wrong?
Difficulty 4/5 3-5 days Newbie friendliness 20/100

databricks/tensorframes#138 · 2 comments · Opened Feb 16, 2018
support human shape annotation in meta column info
Open
- Is something wrong?
Difficulty 5/5 Over a week Newbie friendliness 25/100

databricks/tensorframes#137 · 5 comments · Opened Jan 22, 2018
Ability to define number of CPU/GPUs to be used when creating the TF Session
Open
- Is something wrong?
Difficulty 5/5 Over a week Newbie friendliness 25/100

databricks/tensorframes#136 · Opened Nov 10, 2017
Support for Spark 2.2
Open
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Difficulty 5/5 Over a week Newbie friendliness 20/100

databricks/tensorframes#135 · 1 reaction · Opened Nov 8, 2017
Support for multiple GPUs
Open
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enhancement

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

databricks/tensorframes#134 · Opened Oct 26, 2017
How to run in Spark on YARN?
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Difficulty 4/5 3-5 days Newbie friendliness 25/100

databricks/tensorframes#133 · 3 comments · Opened Oct 23, 2017
pyspark.ml.linalg data types support?
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Difficulty 5/5 Over a week Newbie friendliness 25/100

databricks/tensorframes#132 · Opened Oct 16, 2017
Support for higher order Tensors
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Difficulty 5/5 Over a week Newbie friendliness 25/100

databricks/tensorframes#131 · Opened Oct 12, 2017
curl (or sbt) should be included in the nix default environment
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Difficulty 1/5 1-3 hours Newbie friendliness 35/100

databricks/tensorframes#127 · 1 comment · Opened Aug 31, 2017
Exception for empty.tail
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Difficulty 2/5 1-3 hours Newbie friendliness 35/100

databricks/tensorframes#118 · 4 comments · Opened Aug 9, 2017
Writing to TF-Records
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Difficulty 5/5 Over a week Newbie friendliness 25/100

databricks/tensorframes#115 · 1 comment · Opened Jun 29, 2017
No module named Tensorframes on EMR installation
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Difficulty 3/5 1-2 days Newbie friendliness 25/100

databricks/tensorframes#113 · 6 comments · Opened Jun 24, 2017
add mxnet support?
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- Is something wrong?
Difficulty 5/5 Over a week Newbie friendliness 15/100

databricks/tensorframes#109 · 2 comments · Opened Jun 14, 2017
is there any reason no session or constant value graph after execution not available in python land
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- Is something wrong?
Difficulty 5/5 Over a week Newbie friendliness 15/100

databricks/tensorframes#108 · 3 comments · Opened May 12, 2017
incorporate with tensorboard
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Difficulty 5/5 Over a week Newbie friendliness 20/100

databricks/tensorframes#104 · Opened May 9, 2017
example code for train a logistic regression using tensorframes
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Difficulty 4/5 3-5 days Newbie friendliness 30/100

databricks/tensorframes#103 · 3 comments · Opened May 9, 2017
Use the official proto API published by TensorFlow
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Difficulty 4/5 3-5 days Newbie friendliness 30/100

databricks/tensorframes#96 · 1 reaction · Opened Apr 17, 2017
The tensor shapes are dropped, resulting in errors with TF 1.x
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- Is something wrong?
Difficulty 4/5 3-5 days Newbie friendliness 25/100

databricks/tensorframes#95 · 1 comment · Opened Apr 17, 2017
Support string as an input type
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- Is something wrong?
Difficulty 4/5 3-5 days Newbie friendliness 35/100

databricks/tensorframes#94 · 1 comment · Opened Apr 17, 2017
How can I load a graph generated by tensorflow and execute it ?
Open
- Is something wrong?
Difficulty 5/5 Over a week Newbie friendliness 15/100

databricks/tensorframes#83 · 1 comment · Opened Mar 31, 2017
Issue building from source
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- Is something wrong?
Difficulty 4/5 3-5 days Newbie friendliness 25/100

databricks/tensorframes#73 · 1 comment · Opened Feb 7, 2017
Error kmeans example
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Difficulty 4/5 3-5 days Newbie friendliness 20/100

databricks/tensorframes#68 · 3 comments · Opened Jan 9, 2017
How to combine distributed Tensorflow with TensorFrames?
Open
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enhancement

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

databricks/tensorframes#67 · 8 comments · Opened Dec 27, 2016
Couldn't run the example
Open
- Is something wrong?
Difficulty 4/5 3-5 days Newbie friendliness 25/100

databricks/tensorframes#63 · 2 comments · Opened Nov 30, 2016
demo does not work in pyCharm
Open
- Is something wrong?
help wanted

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

databricks/tensorframes#58 · Opened Sep 7, 2016
NoClassDefFoundError: org/apache/spark/Logging
Open
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Difficulty 4/5 3-5 days Newbie friendliness 25/100

databricks/tensorframes#56 · 7 comments · 1 reaction · Opened Aug 22, 2016
Compatibility with wrappers like Keras/ScikitFlow?
Open
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enhancement help wanted

Difficulty 5/5 Over a week Newbie friendliness 18/100

databricks/tensorframes#55 · 2 comments · Opened Aug 9, 2016
Store high-order tensors as 1d vectors
Open
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enhancement

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

databricks/tensorframes#47 · Opened Jun 28, 2016
Republish the package under the databricks organization
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Difficulty 5/5 Over a week Newbie friendliness 10/100

databricks/tensorframes#42 · 1 comment · Opened Jun 27, 2016
Add style checker
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Difficulty 3/5 1-2 days Newbie friendliness 20/100

databricks/tensorframes#38 · Opened Jun 13, 2016
Basic support for TensorFlow sessions
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enhancement

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

databricks/tensorframes#37 · Opened Jun 13, 2016
Feed dictionaries
Open
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enhancement

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

databricks/tensorframes#36 · Opened Jun 13, 2016
Experimental catalyst conversions for low-dimension tensors
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enhancement

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

databricks/tensorframes#35 · Opened Jun 13, 2016
Preliminary support for sparse vectors
Open
- Is something wrong?
enhancement

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

databricks/tensorframes#33 · Opened Jun 13, 2016
Analysis step does not clear nullability
Open
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enhancement help wanted

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

databricks/tensorframes#28 · Opened May 18, 2016
Publish the examples in the guide as an ipython/databricks notebook
Open
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help wanted

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

databricks/tensorframes#9 · 3 comments · Opened Mar 18, 2016
Support for MLlib's Vector and Matrix UDTs as inputs
Open
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enhancement

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

databricks/tensorframes#8 · Opened Mar 18, 2016
Add some tests marked as TODOs
Open
- Is something wrong?
Difficulty 4/5 3-5 days Newbie friendliness 25/100

databricks/tensorframes#5 · Opened Mar 18, 2016

databricks/tensorframes

Is databricks/tensorframes beginner-friendly?

How to contribute to databricks/tensorframes

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