![[ICO]](/icons/blank.gif) | Name | Last modified | Size | Description |
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![[PARENTDIR]](/icons/back.gif) | Parent Directory | | - | |
![[DIR]](/icons/folder.gif) | resources/ | 2025-05-17 15:06 | - | |
| flat_web_icon_set/ | 2025-05-17 15:06 | - | |
![[IMG]](/icons/image2.gif) | 2025-04-24-Summary.png | 2025-05-17 15:06 | 125K | |
| 2025-04-24-Sentence-Window-Retrieval.png | 2025-05-17 15:06 | 91K | |
| 2025-04-24-RAG.png | 2025-05-17 15:06 | 143K | |
| 2025-04-24-PyCon-Lithuania.png | 2025-05-17 15:06 | 132K | |
| 2025-04-24-Multi-Query-Retrieval.png | 2025-05-17 15:06 | 72K | |
| 2025-04-24-IR-to-RAG_2.png | 2025-05-17 15:06 | 280K | |
| 2025-04-24-IR-to-RAG_1.png | 2025-05-17 15:06 | 240K | |
| 2025-04-24-Hybrid-Retrieval.png | 2025-05-17 15:06 | 68K | |
| 2025-04-24-HyDE.png | 2025-05-17 15:06 | 41K | |
| 2025-04-24-Document-Summary-Indexing.png | 2025-05-17 15:06 | 50K | |
| 2025-04-24-Baseline-Retrieval-System.png | 2025-05-17 15:06 | 153K | |
| 2025-04-24-Auto-Merging-Retrieval.png | 2025-05-17 15:06 | 86K | |
| 2024-09-12-thumbnail.png | 2025-04-30 13:25 | 122K | |
| 2024-09-12-hierarchy.png | 2025-04-30 13:25 | 110K | |
| 2024-06-24-thumbnail.png | 2025-04-30 00:05 | 1.6M | |
| 2024-06-24-boxplot.png | 2025-04-30 00:05 | 40K | |
| 2024-05-13-extracting-metadata-haystack.png | 2025-04-30 00:05 | 318K | |
| 2024-02-28-hyde.png | 2025-04-30 00:05 | 68K | |
| 2024-02-28-Hyde-RAG-Haystack.png | 2025-04-30 00:05 | 527K | |
| about-me_2020_2.jpg | 2025-02-04 00:15 | 134K | |
| about-me_2020.jpg | 2025-02-04 00:15 | 40K | |
| about-me.jpg | 2025-02-04 00:15 | 137K | |
| 2024-11-17-ml-report-toolkit.png | 2025-02-04 00:15 | 411K | |
| 2023-11-15-embeddings_components_drift.png | 2025-02-04 00:15 | 1.6M | |
| 2023-11-15-embeddings_classifer.png | 2025-02-04 00:15 | 1.0M | |
| 2023-11-15-Types_of_Drift.png | 2025-02-04 00:15 | 507K | |
| 2023-11-15-How_to_Detect.png | 2025-02-04 00:15 | 246K | |
| 2023-11-15-Covariate_Concept_Shift.png | 2025-02-04 00:15 | 378K | |
| 2023-10-23-SetFit.png | 2025-02-04 00:15 | 226K | |
| 2023-10-23-SetFit-phase-2.png | 2025-02-04 00:15 | 1.2M | |
| 2023-10-23-SetFit-constrative-learning.png | 2025-02-04 00:15 | 592K | |
| 2023-10-23-SetFit-2-phases.png | 2025-02-04 00:15 | 508K | |
| 2023-10-22-sentence-transformer-results-STS.png | 2025-02-04 00:15 | 232K | |
| 2023-10-22-sentence-transformer-inference.png | 2025-02-04 00:15 | 46K | |
| 2023-10-22-sentence-transformer-fine-tunning.png | 2025-02-04 00:15 | 55K | |
| 2023-10-22-sentence-ablation-study.png | 2025-02-04 00:15 | 75K | |
| 2023-09-15-train-reward_3.png | 2025-02-04 00:15 | 627K | |
| 2023-09-15-train-reward_2.png | 2025-02-04 00:15 | 1.1M | |
| 2023-09-15-train-reward_1.png | 2025-02-04 00:15 | 1.4M | |
| 2023-09-15-top-p.png | 2025-02-04 00:15 | 49K | |
| 2023-09-15-top-k.png | 2025-02-04 00:15 | 51K | |
| 2023-09-15-reward_model_hacking_2.png | 2025-02-04 00:15 | 1.1M | |
| 2023-09-15-reward_model_hacking_1.png | 2025-02-04 00:15 | 816K | |
| 2023-09-15-reward_model_RL.png | 2025-02-04 00:15 | 563K | |
| 2023-09-15-prepare-labels.png | 2025-02-04 00:15 | 1.7M | |
| 2023-09-15-generative_ai_project_life_cycle_cheat_sheet.png | 2025-02-04 00:15 | 358K | |
| 2023-09-15-distill_2.png | 2025-02-04 00:15 | 152K | |
| 2023-09-15-distill_1.png | 2025-02-04 00:15 | 109K | |
| 2023-09-15-Scalable_Human_Feedback_4.png | 2025-02-04 00:15 | 595K | |
| 2023-09-15-Scalable_Human_Feedback_3.png | 2025-02-04 00:15 | 222K | |
| 2023-09-15-Scalable_Human_Feedback_2.png | 2025-02-04 00:15 | 365K | |
| 2023-09-15-Scalable_Human_Feedback_1.png | 2025-02-04 00:15 | 233K | |
| 2023-09-15-RLHF-overview.png | 2025-02-04 00:15 | 571K | |
| 2023-09-15-PPO-value_loss.png | 2025-02-04 00:15 | 605K | |
| 2023-09-15-PPO-policy_loss_2.png | 2025-02-04 00:15 | 543K | |
| 2023-09-15-PPO-policy_loss.png | 2025-02-04 00:15 | 327K | |
| 2023-09-15-PPO-global_loss.png | 2025-02-04 00:15 | 294K | |
| 2023-09-15-PPO-entropy_loss.png | 2025-02-04 00:15 | 916K | |
| 2023-09-15-PEFT-Soft-Prompt-Tunning.png | 2025-02-04 00:15 | 44K | |
| 2023-09-15-PEFT-Prompt-Tunning.png | 2025-02-04 00:15 | 184K | |
| 2023-09-15-PEFT-Prompt-Tunning-multi-task.png | 2025-02-04 00:15 | 570K | |
| 2023-09-15-PEFT-LoRA-multi-task.png | 2025-02-04 00:15 | 59K | |
| 2023-09-15-Generative_configuration_-_inference_parameters.png | 2025-02-04 00:15 | 88K | |
| 2023-09-15-Generative_AI_project_life-cycle.png | 2025-02-04 00:15 | 336K | |
| 2023-09-14-power_law_ent_freq.png | 2025-02-04 00:15 | 542K | |
| 2023-09-14-politiquices.png | 2025-02-04 00:15 | 455K | |
| 2023-08-13-T5.png | 2025-02-04 00:15 | 540K | |
| 2023-08-13-PEGASUS.png | 2025-02-04 00:15 | 1.1M | |
| 2023-08-13-NLP_Text_Summarisation.jpg | 2025-02-04 00:15 | 82K | |
| 2023-08-13-MatchSum.png | 2025-02-04 00:15 | 796K | |
| 2023-08-13-HIBERT.png | 2025-02-04 00:15 | 397K | |
| 2023-08-13-BertSum.png | 2025-02-04 00:15 | 861K | |
| 2023-08-13-BART.png | 2025-02-04 00:15 | 186K | |
| 2023-07-11-Machine_Learning_in_Production_steps.png | 2025-02-04 00:15 | 972K | |
| 2023-07-11-Machine_Learning_in_Production_snorkel.png | 2025-02-04 00:15 | 39K | |
| 2023-07-11-Machine_Learning_in_Production_skew_detection.png | 2025-02-04 00:15 | 162K | |
| 2023-07-11-Machine_Learning_in_Production_skew.png | 2025-02-04 00:15 | 108K | |
| 2023-07-11-Machine_Learning_in_Production_quantisation.png | 2025-02-04 00:15 | 129K | |
| 2023-07-11-Machine_Learning_in_Production_hyperparameter_search_strategies.png | 2025-02-04 00:15 | 708K | |
| 2023-07-11-Machine_Learning_in_Production_hyperparameter_reinforcement_learning_2.png | 2025-02-04 00:15 | 173K | |
| 2023-07-11-Machine_Learning_in_Production_hyperparameter_reinforcement_learning_1.png | 2025-02-04 00:15 | 215K | |
| 2023-07-11-Machine_Learning_in_Production_hyperparameter_grid_search_random_search.png | 2025-02-04 00:15 | 427K | |
| 2023-07-11-Machine_Learning_in_Production_hyperparameter_evolutionary_methods.png | 2025-02-04 00:15 | 207K | |
| 2023-07-11-Machine_Learning_in_Production_hyperparameter_bayesian_optimisation.png | 2025-02-04 00:15 | 332K | |
| 2023-07-11-Machine_Learning_in_Production_feature_selection.png | 2025-02-04 00:15 | 86K | |
| 2023-07-11-Machine_Learning_in_Production.jpg | 2025-02-04 00:15 | 565K | |
| 2023-01-19-SPARQL_WikiData.png | 2025-02-04 00:15 | 15K | |
| 2020-01-25-seq2seq_with_attention.png | 2025-02-04 00:15 | 75K | |
| 2020-01-25-seq2seq_long_sentences.png | 2025-02-04 00:15 | 289K | |
| 2020-01-25-seq2seq.jpeg | 2025-02-04 00:15 | 104K | |
| 2020-01-25-attention_seq2seq_context_with_attention.jpg | 2025-02-04 00:15 | 124K | |
| 2020-01-25-attention_seq2seq_context.jpg | 2025-02-04 00:15 | 75K | |
| 2020-01-25-alignment_scores.png | 2025-02-04 00:15 | 26K | |
| 2019-11-03-pt-embeddings.jpg | 2025-02-04 00:15 | 47K | |
| 2019-10-23-konvens2019.png | 2025-02-04 00:15 | 8.0K | |
| 2019-10-23-erlangen_university_scaled.png | 2025-02-04 00:15 | 1.7M | |
| 2019-10-23-dsbatista_kovens19.jpg | 2025-02-04 00:15 | 155K | |
| 2019-03-16-time-expressions.jpg | 2025-02-04 00:15 | 120K | |
| 2018-12-06-word-embeddings.jpg | 2025-02-04 00:15 | 142K | |
| 2018-12-06-transformer_mll.png | 2025-02-04 00:15 | 83K | |
| 2018-12-06-transformer_encoding_decoding_arch.png | 2025-02-04 00:15 | 279K | |
| 2018-12-06-transformer_attention.png | 2025-02-04 00:15 | 85K | |
| 2018-12-06-transformer_arch.png | 2025-02-04 00:15 | 161K | |
| 2018-12-06-skip_gram_net_arch.png | 2025-02-04 00:15 | 121K | |
| 2018-12-06-glove-matrix-factorisation-5.jpg | 2025-02-04 00:15 | 131K | |
| 2018-12-06-general_word_language_model.jpg | 2025-02-04 00:15 | 70K | |
| 2018-12-06-fasttext-logo-color-web.png | 2025-02-04 00:15 | 16K | |
| 2018-12-06-character_lm_for_word_embedding.png | 2025-02-04 00:15 | 123K | |
| 2018-12-06-character_lm_for_sequence_labelling.png | 2025-02-04 00:15 | 90K | |
| 2018-12-06-attention_path_length.png | 2025-02-04 00:15 | 27K | |
| 2018-12-06-ELMo_task_specific.png | 2025-02-04 00:15 | 1.1M | |
| 2018-12-06-ELMo_overview.png | 2025-02-04 00:15 | 600K | |
| 2018-12-06-ELMo_language_models.png | 2025-02-04 00:15 | 519K | |
| 2018-10-21_transition_matrix.png | 2025-02-04 00:15 | 174K | |
| 2018-10-21_end_to_ent2.png | 2025-02-04 00:15 | 118K | |
| 2018-10-21_end_to_ent1.png | 2025-02-04 00:15 | 69K | |
| 2018-10-21_LSTM_CRF_matrix.png | 2025-02-04 00:15 | 19K | |
| 2018-10-21_A_bi-LSTM-CRF_model_with_max_ent_features.png | 2025-02-04 00:15 | 64K | |
| 2018-10-21_A_bi-LSTM-CRF_model.png | 2025-02-04 00:15 | 56K | |
| 2018-10-21-output_layer.png | 2025-02-04 00:15 | 51K | |
| 2018-10-21-neural-arch.png | 2025-02-04 00:15 | 42K | |
| 2018-10-21-nerual-arch-char-embeddings.png | 2025-02-04 00:15 | 40K | |
| 2018-10-21-bi-directional-LSTM-with-CNN-chars.png | 2025-02-04 00:15 | 102K | |
| 2018-10-21-CNN-Char-Embeddings.png | 2025-02-04 00:15 | 179K | |
| 2018-08-19-ROC-Curve.png | 2025-02-04 00:15 | 10K | |
| 2018-08-19-Precision-Recall-Curve.png | 2025-02-04 00:15 | 8.3K | |
| 2018-05-09-NER_metrics.jpeg | 2025-02-04 00:15 | 135K | |
| 2018-03-31_dpln_0412_cnn.png | 2025-02-04 00:15 | 129K | |
| 2018-03-31_cnn_pooling.jpg | 2025-02-04 00:15 | 80K | |
| 2018-03-31-sentence_convolution-example.png | 2025-02-04 00:15 | 249K | |
| 2018-03-31-mylenet_cnn.png | 2025-02-04 00:15 | 49K | |
| 2018-03-31-mlp.png | 2025-02-04 00:15 | 18K | |
| 2018-03-31-cnn-sentence-classification.png | 2025-02-04 00:15 | 184K | |
| 2018-03-31-SentenceClassificationConvNets-no_multi_channel.svg | 2025-02-04 00:15 | 20K | |
| 2018-03-31-SentenceClassificationConvNets-multi_channel.svg | 2025-02-04 00:15 | 41K | |
| 2018-03-31-Kim_cnn-sentence-classification.png | 2025-02-04 00:15 | 200K | |
| 2018-02-28-scikit-learn.png | 2025-02-04 00:15 | 41K | |
| 2018-02-23-model_optimization.png | 2025-02-04 00:15 | 122K | |
| 2018-01-23-stanford_ner.jpg | 2025-02-04 00:15 | 92K | |
| 2017-12-12-active-learning.png | 2025-02-04 00:15 | 140K | |
| 2017-11-13-Label_Bias_Problem.png | 2025-02-04 00:15 | 90K | |
| 2017-11-13-HMM.png | 2025-02-04 00:15 | 45K | |
| 2017-11-13-HMM-MEMM-CRF.png | 2025-02-04 00:15 | 46K | |
| 2017-11-13-Conditional_Random_Fields.png | 2025-02-04 00:15 | 13K | |
| 2017-11-13-CRF_Equation.png | 2025-02-04 00:15 | 567K | |
| 2017-11-12-MEMM_II.png | 2025-02-04 00:15 | 203K | |
| 2017-11-12-MEMM_I.png | 2025-02-04 00:15 | 72K | |
| 2017-11-12-HMM_vs_MEMM.png | 2025-02-04 00:15 | 372K | |
| 2017-11-11-Viterbi_State_Transitions.png | 2025-02-04 00:15 | 21K | |
| 2017-11-11-Viterbi_II.png | 2025-02-04 00:15 | 97K | |
| 2017-11-11-Viterbi_I.png | 2025-02-04 00:15 | 57K | |
| 2017-11-11-Viterbi_Emission.png | 2025-02-04 00:15 | 20K | |
| 2017-11-11-HMM.png | 2025-02-04 00:15 | 78K | |
| 2017-11-11-1024px-Bayes_Theorem_MMB_01.jpg | 2025-02-04 00:15 | 102K | |
| 2017-07-22-SyntaxNetHTTP.png | 2025-02-04 00:15 | 27K | |
| 2017-07-07-PyData_Berlin.png | 2025-02-04 00:15 | 97K | |
| 2017-05-08-Taxonomy-RE.png | 2025-02-04 00:15 | 58K | |
| 2017-05-08-ReVerb.png | 2025-02-04 00:15 | 21K | |
| 2017-05-08-Named_Entities.png | 2025-02-04 00:15 | 63K | |
| 2017-05-08-CHAVE.png | 2025-02-04 00:15 | 77K | |
| 2017-04-01-IMDB-movie-genre-classification.png | 2025-02-04 00:15 | 53K | |
| 2017-03-25-syntaxnet.png | 2025-02-04 00:15 | 93K | |
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