amzn/pecos

Issues

• XLinearModel preprocessing and metrics

  #240 opened 2 months ago by kizhonorium
  2

• AttributeError: 'NoneType' object has no attribute 'tfidf_destruct'

  #237 opened 2 months ago by kizhonorium
  2

• PEFA WSDM 24

  #282 opened 5 months ago by NitinAggarwal1
  1

• Training process freezes without using GPUs

  #255 opened a year ago by TOP-RX
  1

• ValueError: len(params.neg_mining_chain)=4 != 3

  #248 opened a year ago by justinbuzzni
  1

• Cannot replicate the XR-Linear performance with TF-IDF features and a Fine-tune Embedding Model

  #283 opened 9 months ago by keshavgarg139
  0

• Integrate Low-rank adaptation (LoRA)

  #280 opened 10 months ago by pedroruas18
  0

• Floating point exception (core dumped) problem

  #273 opened a year ago by wykk00
  0

• Why does the XR-Transformer require exceptional RAM on Amazon-670k (and in other large datasets)?

  #223 opened 2 years ago by celsofranssa
  3

• Some confusion in pecos.utils.smat_utils.binarized

  #265 opened a year ago by denghj3
  1

• libpecos_float32 library cannot be found in Colab platform

  #210 opened 2 years ago by LeeTszFung
  1

• Newlines in Tfidf vectorizer corpus cause runtime exceptions when loading a trained vectorizer

  #263 opened a year ago by grant-miller-faire
  1

• XLinearModel (trained) when saving it generates an error OSError: [Errno 95] Operation not supported

  #247 opened a year ago by preetbawa
  9

• FineTune on Custom Dataset

  #254 opened a year ago by sheoranhimansh
  0

• Indexer as hierarchicalkmeans cannot get the correct label partition

  #253 opened a year ago by lan2720
  0

• A problem when using the pecos model to train xtransformer

  #218 opened 2 years ago by xiaokening
  3

• Trying to use HybridIndexer for Label Indexing, run into issue where TrieWrapper has no attribute '_sorted'

  #244 opened a year ago by preetbawa
  14

• Trying to understand Cluster chain shape using hybrid indexer

  #249 opened a year ago by preetbawa
  5

• How do I adjust parameter when the recall of a particular label is zero In Classification Task?

  #252 opened a year ago by 000namc
  0

• Hyperparameter optimization/tuning

  #250 opened a year ago by pedroruas18
  0

• Perform inference in C++/Java

  #246 opened a year ago by goldenretriever98
  1

• Xtransformer Predict - Threshold

  #241 opened a year ago by codemonk2023
  3

• Add FINGER: Fast Inference for Graph-based Approximate Nearest Neighbor Search

  #245 opened a year ago by kno10
  1

• Extreme Multi-label classification - XRTransformer - Using word embeddings of Label descriptions for clustering

  #230 opened a year ago by codemonk2023
  6

• XMC - XRTransformer - Recommended way to train on large datasets(200k labels)

  #231 opened a year ago by codemonk2023
  1

• XMC - XRTransformer - Sequence Length

  #232 opened a year ago by codemonk2023
  1

• Extreme multi-label classification - Text data - training set size for a class

  #239 opened a year ago by codemonk2023
  0

• Indexer / Clustering hyperparameter tuning

  #238 opened a year ago by codemonk2023
  4

• Could not run 'aten::_foreach_norm.Scalar' with arguments from the 'SparseCUDA' backend

  #235 opened a year ago by runningabcd
  6

• Using external Label embeddings (Z matrix) for DistClutering in XLinear model

  #233 opened a year ago by subsid
  2

• How to use gpu when training model XLinearModel?

  #236 opened a year ago by kizhonorium
  1

• Bus error (core dumped) when using the pecos model to train xtransformer

  #229 opened 2 years ago by runningabcd
  3

• 是否可以在 centos7上使用 pecos 呢

  #227 opened 2 years ago by runningabcd
  0

• train model, the process core dump

  #228 opened 2 years ago by runningabcd
  1

• Is there at least one example showing how to use Pecos from a plain text dataset?

  #157 opened 2 years ago by celsofranssa
  4

• ScipyCsrF32 Issue

  #217 opened 2 years ago by mmoradifard
  2

• XTransformer model can't be trained it always shows cuda out of memory

  #202 opened 2 years ago by Pallavi3759
  9

• MasOS support

  #205 opened 2 years ago by valeriomieuli
  1

• Can't reproduce XR-Transformer Neurips results

  #207 opened 2 years ago by celsofranssa
  2

• How to get "pseudo_pos_tfidf.json" of stage 2 in MACLR

  #206 opened 2 years ago by geduo15
  1

• XR-transformer model hyperparameters setting

  #196 opened 2 years ago by zqudm
  1

• Pecos killed on ranker training step

  #185 opened 2 years ago by celsofranssa
  4

• Libpecos on Ubuntu 22.04 with Python 3.10

  #184 opened 2 years ago by celsofranssa
  2

• Parameter confusion

  #172 opened 2 years ago by micrazy
  1

• Decouple transformer vectorisers from sklearn-based ones

  #174 opened 2 years ago by aCampello
  2

• Why use tf-idf, not extract through bert？

  #177 opened 2 years ago by iDestro
  0

• XR-Transformer prediction step

  #160 opened 2 years ago by celsofranssa
  2

• How to get the predicted labels as plain text?

  #158 opened 2 years ago by celsofranssa
  1

• Pecos on customized datasets

  #155 opened 2 years ago by celsofranssa
  6

• How to set parameters in XR-Transformer training?

  #159 opened 2 years ago by celsofranssa
  1