mirix
mirix
Hi, I am still running a series of experiments with shap-hypertune. Some sort of cross-validation with a number of stratified K-fold splits. For each split, I generate random seeds like...
## Expected Behavior I have not found a function to map the encoded values back to the categorical values when using category_encoders' CatBoostEncoder. I was trying to do it manually...
Hello, In the Python API I see that there is a removeChains function. However, what I know is the chain ID of the chain I want to keep. What would...
**Describe the bug** When the clf is LightGBM, I receive the following error: > File "/home/mirix/work/loans/shap/test_probatus_lightgbm.py", line 166, in > report = shap_elimination.fit_compute(X_train_scaled, y_train) > File "/home/mirix/.local/lib/python3.10/site-packages/probatus/feature_elimination/feature_elimination.py", line 651, in...
This is not an issue, but to also tell about the positive things, when comparing the execution time on 10 million string pairs (2-22 character long) stored on a Pandas...
Hello, This model provides VAD values in 3D space. However, the Ekman model is more intuitive to share the results with users. I have found papers with 3D representations hinting...
Hello, Let me see if I am understanding things correctly. I am reducing dimensionality with UMAP: ``` clusterable_embedding_large = umap.UMAP( n_neighbors=n_neighbors, min_dist=.0, n_components=comp, random_state=31416, metric='cosine' ).fit_transform(df_dist) ``` Then I split...
Hello, When I try to compute the voice distance on certain wav files I receive the chunk lies outside of file found errors. ``` def voice_distance(start, end): speaker2 = Segment(start,...
### Motivation optuna.integration.lightgbm provides a very convenient approach for hyperparameter optimisation However, it does not not seem to optimise some of the most determinant hyperparameters such as learning_rate and n_estimators....
Hello, I would be interested to train an audio-only model (or, perhaps, a bimodal audio-text one) using CMU-MOSEI data. I would be recomputing the audio embeddings. So I would need...