tensorflow / decision-forests

A collection of state-of-the-art algorithms for the training, serving and interpretation of Decision Forest models in Keras.

tensorflow/decision-forests Issues

tfdf 1.9.0 only compatible with tf 2.16.1 which ships Keras 3
Updated 3 months ago3
make_inspector() throws object of type 'NoneType' has no len() when I retrieve TF DF RF model layer in the hybrid model
Updated 3 months ago2
TF-DF Compatibility with Keras 3?
Updated 4 months ago1
DistributedGradientBoostedTreesModel does not support Ranking task
Updated 4 months ago1
gpu support for layer use
Updated 4 months ago1
decision forests tutorial tf_df_in_tf_js code wasn't working for me
Closed 4 months ago
Is there a method like ydf.load_model() to load model get a instance of tfdf.keras.RandomForestModel?
Closed 4 months ago2
Can't use both `sample_weight` and `class_weight` at the same time
Closed 5 months ago1
ANE support through coremltools
Closed 6 months ago4
Encountered unresolved custom op: SimpleMLCreateModelResource. Failed to allocate tensors
Closed a year ago3
Using call_get_leaves inside @tf.function call in ensemble model inherits from tensorflow.keras.Model
Updated 7 months ago10
no wheels for apple silicon (macos-arm64)
Closed 7 months ago2
Loading a model returns either an untrained model or broken model
Closed 7 months ago1
Installation and use are not supported on windwos.
Closed a year ago4
Symbol not found, but versions are compatible according to the website
Updated 9 months ago4
How to use tfdf.builder.CARTBuilder to build/train a decision tree by hand
Updated 9 months ago19
Save and load model with tunning in automatic_tuning_colab.ipynb
Closed 9 months ago4
Models trained with fit_on_dataset_path behave unexpectedly
Closed 9 months ago2
max_vocab_count won't work for CATEGORICAL integerized in tfdf.keras.GradientBoostedTreesModel
Updated 9 months ago5
Models trained on pure 1's predict 0
Closed 10 months ago3
Best practice for installation via poetry using M1 mac (arm chip)
Updated 10 months ago2
'use_predefined_hps' auto-tuning failure for RANKING tasks
Closed a year ago7
Sample numerical uplift
Closed a year ago3
model_plotter.plot_model_in_colab has No response
Closed a year ago3
is there any method for local interpretation?
Closed a year ago1
FULL_COMPILATION=0 does not build all necessary targets
Closed a year ago7
label not found in tfdf.keras.pd_dataframe_to_tf_dataset
Closed a year ago3
incorrect regex causes injection of tensorflow during build to fail
Closed a year ago
Installation with Fedora 38
Closed a year ago1
Faild in multi-class classification
Closed a year ago4
Check failed: NDIMS == dims() (2 vs. 3) when using TFDF RandomForestModel and using TF Serving
Updated a year ago1
Multi-target regression - one model or multiple submodels
Closed a year ago1
model.predict() method returning only 0 when unpickling models and using TFDF 1.2.0
Updated a year ago5
HyperParameter Tuning with Cross Validation
Closed a year ago3
Colab Crash while running Similar Code to Ranking Example
Closed a year ago5
Plot very large decision tree
Updated a year ago9
Error asking to report bug to tensorflow
Closed a year ago2
Training new tensorflow random forest gets "The model is already trained"
Closed a year ago12
TF 2.9.0 and TFDF 0.2.5 no distribution found messages
Closed a year ago3
Contributing Tutorial
Closed a year ago1
question to training
Closed a year ago1
1.1.0 crash on MacOS (M2)
Updated a year ago6
Video not being rendered under Google IO Presentation in README
Closed a year ago
Unable to save GradientBoostedTrees model
Closed a year ago1
No Mac Release for 1.1.0 on PyPi
Closed a year ago5
[question] ERROR: Config value 'release_cpu_linux' is not defined in any .rc file
Closed 2 years ago2
Model predict get label name
Closed 2 years ago2
tensorflow_decision_forests save_model error
Closed 2 years ago2
Predictions do not function as documented.
Updated 2 years ago2
Unmarked Python code under Distributed training section of CartModel
Closed 2 years ago3