Add BERTopic model
Browse files- .gitattributes +1 -0
- README.md +225 -0
- config.json +14 -0
- ctfidf.safetensors +3 -0
- ctfidf_config.json +3 -0
- topic_embeddings.safetensors +3 -0
- topics.json +0 -0
.gitattributes
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zst filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zst filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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ctfidf_config.json filter=lfs diff=lfs merge=lfs -text
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README.md
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| 1 |
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---
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tags:
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- bertopic
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library_name: bertopic
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pipeline_tag: text-classification
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---
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# BERTopic
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This is a [BERTopic](https://github.com/MaartenGr/BERTopic) model.
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BERTopic is a flexible and modular topic modeling framework that allows for the generation of easily interpretable topics from large datasets.
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## Usage
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To use this model, please install BERTopic:
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```
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pip install -U bertopic
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```
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You can use the model as follows:
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```python
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from bertopic import BERTopic
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topic_model = BERTopic.load("keonju/BERTopic")
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topic_model.get_topic_info()
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```
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## Topic overview
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* Number of topics: 158
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* Number of training documents: 10158
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<details>
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<summary>Click here for an overview of all topics.</summary>
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| 39 |
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| Topic ID | Topic Keywords | Topic Frequency | Label |
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| 40 |
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|----------|----------------|-----------------|-------|
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| 41 |
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| -1 | and - the - of - in - to | 10 | -1_and_the_of_in |
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| 42 |
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| 0 | holocene - china - the - monsoon - bp | 3858 | 0_holocene_china_the_monsoon |
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| 43 |
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| 1 | energy - biofuels - production - biodiesel - bioenergy | 291 | 1_energy_biofuels_production_biodiesel |
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| 44 |
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| 2 | coal - coals - the - basin - seams | 248 | 2_coal_coals_the_basin |
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| 45 |
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| 3 | yr - holocene - the - bp - and | 205 | 3_yr_holocene_the_bp |
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| 46 |
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| 4 | hg - mercury - mehg - of hg - in | 202 | 4_hg_mercury_mehg_of hg |
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| 47 |
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| 5 | ch4 - methane - emissions - fluxes - flux | 159 | 5_ch4_methane_emissions_fluxes |
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| 48 |
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| 6 | data - forest - spectral - for - mapping | 118 | 6_data_forest_spectral_for |
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| 49 |
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| 7 | bp - the - holocene - pollen - lake | 116 | 7_bp_the_holocene_pollen |
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| 50 |
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| 8 | wetlands - wetland - and - are - of | 104 | 8_wetlands_wetland_and_are |
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| 51 |
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| 9 | co2 - ecosystem - nee - exchange - net | 103 | 9_co2_ecosystem_nee_exchange |
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| 52 |
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| 10 | species - of - fen - the - restoration | 100 | 10_species_of_fen_the |
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| 53 |
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| 11 | peat - tropical - peatlands - palm - peatland | 98 | 11_peat_tropical_peatlands_palm |
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| 54 |
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| 12 | pb - lead - atmospheric - metal - deposition | 96 | 12_pb_lead_atmospheric_metal |
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| 55 |
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| 13 | the - lake - of the - of - poland | 93 | 13_the_lake_of the_of |
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| 56 |
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| 14 | pm2 - haze - burning - air - aerosol | 90 | 14_pm2_haze_burning_air |
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| 57 |
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| 15 | doc - catchments - carbon - organic carbon - export | 88 | 15_doc_catchments_carbon_organic carbon |
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| 58 |
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| 16 | the - carbon - of - co2 - of the | 73 | 16_the_carbon_of_co2 |
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| 59 |
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| 17 | wetland - wetlands - classification - mapping - and | 69 | 17_wetland_wetlands_classification_mapping |
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| 60 |
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| 18 | uv - ozone - o3 - isoprene - elevated | 67 | 18_uv_ozone_o3_isoprene |
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| 61 |
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| 19 | mediterranean - the - glacial - iberian - during | 66 | 19_mediterranean_the_glacial_iberian |
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| 62 |
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| 20 | media - compost - growing media - growing - biochar | 63 | 20_media_compost_growing media_growing |
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| 63 |
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| 21 | 137cs - of 137cs - sup - ce sup - radiocaesium | 63 | 21_137cs_of 137cs_sup_ce sup |
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| 64 |
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| 22 | testate - amoebae - testate amoebae - of testate - amoeba | 62 | 22_testate_amoebae_testate amoebae_of testate |
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| 65 |
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| 23 | peat - pyrolysis - lignin - gc - of | 62 | 23_peat_pyrolysis_lignin_gc |
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| 66 |
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| 24 | cu - zn - metals - peat - elements | 62 | 24_cu_zn_metals_peat |
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| 67 |
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| 25 | alkanes - alkane - chain - values - plants | 61 | 25_alkanes_alkane_chain_values |
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| 68 |
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| 26 | permafrost - active layer - thermal - ground - layer | 60 | 26_permafrost_active layer_thermal_ground |
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| 69 |
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| 27 | streams - diatom - species - macroinvertebrate - stream | 60 | 27_streams_diatom_species_macroinvertebrate |
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| 70 |
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| 28 | records - the - of - record - ireland | 60 | 28_records_the_of_record |
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| 71 |
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| 29 | water - flow - groundwater - recharge - runoff | 59 | 29_water_flow_groundwater_recharge |
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| 72 |
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| 30 | habitat - species - breeding - bird - nest | 57 | 30_habitat_species_breeding_bird |
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| 73 |
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| 31 | brgdgts - gdgts - glycerol - brgdgt - branched | 56 | 31_brgdgts_gdgts_glycerol_brgdgt |
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| 74 |
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| 32 | deposition - nitrogen - nitrogen deposition - sphagnum - of | 55 | 32_deposition_nitrogen_nitrogen deposition_sphagnum |
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| 75 |
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| 33 | oil sands - sands - fen - oil - reclamation | 54 | 33_oil sands_sands_fen_oil |
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| 76 |
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| 34 | fire - burned - severity - burning - post fire | 54 | 34_fire_burned_severity_burning |
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| 77 |
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| 35 | acidification - deposition - acid - ph - catchment | 54 | 35_acidification_deposition_acid_ph |
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| 78 |
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| 36 | farm - land - agricultural - farmers - policy | 53 | 36_farm_land_agricultural_farmers |
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| 79 |
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| 37 | cdom - doc - dom - dissolved organic - dissolved | 53 | 37_cdom_doc_dom_dissolved organic |
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| 80 |
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| 38 | redd - indonesia - deforestation - in indonesia - forest | 50 | 38_redd_indonesia_deforestation_in indonesia |
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| 81 |
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| 39 | ash - wood ash - wood - growth - of wood | 49 | 39_ash_wood ash_wood_growth |
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| 82 |
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| 40 | fungal - fungi - mycorrhizal - species - root | 49 | 40_fungal_fungi_mycorrhizal_species |
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| 83 |
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| 41 | stand - growth - models - tree - stands | 49 | 41_stand_growth_models_tree |
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| 84 |
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| 42 | smouldering - smoldering - spread - peat - combustion | 49 | 42_smouldering_smoldering_spread_peat |
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| 85 |
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| 43 | pollen - of pollen - vegetation - of - from | 49 | 43_pollen_of pollen_vegetation_of |
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| 86 |
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| 44 | arsenic - as - of as - fe - of arsenic | 49 | 44_arsenic_as_of as_fe |
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| 87 |
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| 45 | ch4 - methane - production - peat - methanogenesis | 47 | 45_ch4_methane_production_peat |
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| 88 |
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| 46 | africa - the - bp - south - late | 46 | 46_africa_the_bp_south |
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| 89 |
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| 47 | soc - carbon - soil - stocks - land | 45 | 47_soc_carbon_soil_stocks |
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| 90 |
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| 48 | soil - organic - carbon - soil organic - soils | 45 | 48_soil_organic_carbon_soil organic |
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| 91 |
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| 49 | wetlands - constructed - wetland - treatment - phosphorus | 43 | 49_wetlands_constructed_wetland_treatment |
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| 92 |
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| 50 | microbial - rare - soil - bacterial - diversity | 43 | 50_microbial_rare_soil_bacterial |
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| 93 |
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| 51 | litter - decomposition - mass loss - litter decomposition - mass | 39 | 51_litter_decomposition_mass loss_litter decomposition |
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| 94 |
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| 52 | co2 - pco2 - emissions - carbon - ch4 | 39 | 52_co2_pco2_emissions_carbon |
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| 95 |
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| 53 | soc - carbon - wetland - wetlands - soil | 39 | 53_soc_carbon_wetland_wetlands |
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| 96 |
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| 54 | countries - emissions - emission - to - climate | 38 | 54_countries_emissions_emission_to |
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| 97 |
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| 55 | services - ecosystem - ecosystem services - es - pes | 37 | 55_services_ecosystem_ecosystem services_es |
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| 98 |
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| 56 | catalyst - peat - pyrolysis - char - catalysts | 37 | 56_catalyst_peat_pyrolysis_char |
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| 99 |
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| 57 | clearfelling - water - phosphorus - buffer - nutrient | 35 | 57_clearfelling_water_phosphorus_buffer |
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| 100 |
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| 58 | forest - forests - trees - tree - stands | 35 | 58_forest_forests_trees_tree |
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| 101 |
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| 59 | carbon - climate - atmosphere - earth - carbon cycle | 34 | 59_carbon_climate_atmosphere_earth |
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| 102 |
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| 60 | tephra - volcanic - cryptotephra - eruptions - tephras | 34 | 60_tephra_volcanic_cryptotephra_eruptions |
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| 103 |
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| 61 | testate - arcellinida - coi - species - amoebae | 34 | 61_testate_arcellinida_coi_species |
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| 104 |
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| 62 | methane - methanogenic - community - methanogen - methanogens | 34 | 62_methane_methanogenic_community_methanogen |
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| 105 |
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| 63 | consolidation - soil - embankment - road - the | 33 | 63_consolidation_soil_embankment_road |
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| 106 |
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| 64 | species - spider - bogs - spiders - habitat | 33 | 64_species_spider_bogs_spiders |
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| 107 |
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| 65 | evaporation - energy - model - was - the | 33 | 65_evaporation_energy_model_was |
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| 108 |
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| 66 | phosphorus - catchment - in - tp - concentrations | 33 | 66_phosphorus_catchment_in_tp |
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| 109 |
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| 67 | co2 - ch4 - marsh - wetland - emissions | 33 | 67_co2_ch4_marsh_wetland |
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| 110 |
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| 68 | runoff - peat - channels - flow - catchment | 33 | 68_runoff_peat_channels_flow |
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| 111 |
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| 69 | nutrient - nitrogen - fertilizer - litter - of | 32 | 69_nutrient_nitrogen_fertilizer_litter |
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| 112 |
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| 70 | brazil - bp - the - of - in the | 31 | 70_brazil_bp_the_of |
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| 113 |
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| 71 | tsunami - holocene - the - volcanic - deposits | 30 | 71_tsunami_holocene_the_volcanic |
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| 114 |
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| 72 | climate change - change - climate - biodiversity - ecosystem | 30 | 72_climate change_change_climate_biodiversity |
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| 115 |
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| 73 | gpr - resistivity - radar - penetrating - penetrating radar | 29 | 73_gpr_resistivity_radar_penetrating |
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| 116 |
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| 74 | holocene - the - andes - and - bp | 29 | 74_holocene_the_andes_and |
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| 117 |
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| 75 | permafrost - soc - soil - soils - arctic | 28 | 75_permafrost_soc_soil_soils |
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| 118 |
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| 76 | policy - forest - owners - arguments - forest owners | 28 | 76_policy_forest_owners_arguments |
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| 119 |
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| 77 | bog - poland - peatland - europe - ca | 28 | 77_bog_poland_peatland_europe |
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| 120 |
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| 78 | ch4 - oxidation - methane - paddy - aom | 28 | 78_ch4_oxidation_methane_paddy |
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| 121 |
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| 79 | enzyme - enzymes - eea - soil - activities | 28 | 79_enzyme_enzymes_eea_soil |
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| 122 |
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| 80 | channel - catchment - flow - bends - model | 28 | 80_channel_catchment_flow_bends |
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| 123 |
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| 81 | soil - soil science - science - of soil - eu | 27 | 81_soil_soil science_science_of soil |
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| 124 |
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| 82 | pahs - pah - polycyclic aromatic - polycyclic - aromatic | 27 | 82_pahs_pah_polycyclic aromatic_polycyclic |
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| 125 |
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| 83 | n2o - n2o emissions - emissions - emission - nitrous | 26 | 83_n2o_n2o emissions_emissions_emission |
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| 126 |
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| 84 | peat water - adsorption - electrocoagulation - brackish peat - brackish peat water | 26 | 84_peat water_adsorption_electrocoagulation_brackish peat |
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| 127 |
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| 85 | mangrove - mangroves - carbon - coastal - b2 | 26 | 85_mangrove_mangroves_carbon_coastal |
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| 128 |
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| 86 | species - retention - alien - richness - forests | 25 | 86_species_retention_alien_richness |
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| 129 |
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| 87 | colloidal - river - elements - fe - colloids | 25 | 87_colloidal_river_elements_fe |
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| 130 |
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| 88 | sulfate - sulfur - 34s - peat - sulphur | 24 | 88_sulfate_sulfur_34s_peat |
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| 131 |
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| 89 | caribou - habitat - woodland caribou - populations - wolf | 24 | 89_caribou_habitat_woodland caribou_populations |
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| 132 |
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| 90 | food - agriculture - food system - change - covid 19 | 24 | 90_food_agriculture_food system_change |
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| 133 |
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| 91 | microbial - community - microbial community - communities - bacterial | 23 | 91_microbial_community_microbial community_communities |
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| 134 |
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| 92 | sorption - cu - ions - ii - cu ii | 22 | 92_sorption_cu_ions_ii |
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| 135 |
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| 93 | fire - fires - algorithm - frp - hotspot | 22 | 93_fire_fires_algorithm_frp |
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| 136 |
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| 94 | choice - wtp - preferences - valuation - choice experiment | 22 | 94_choice_wtp_preferences_valuation |
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| 137 |
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| 95 | nematodes - earthworm - soil - food - nematode | 22 | 95_nematodes_earthworm_soil_food |
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| 138 |
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| 96 | conservation - orangutan - habitat - forest - species | 21 | 96_conservation_orangutan_habitat_forest |
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| 139 |
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| 97 | cushion - accumulation - peat - amazonian - vegetation | 21 | 97_cushion_accumulation_peat_amazonian |
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| 140 |
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| 98 | ch4 - oxidation - ch4 oxidation - uptake - ch4 uptake | 20 | 98_ch4_oxidation_ch4 oxidation_uptake |
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| 141 |
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| 99 | tidal - sediment - coastal - delta - the | 20 | 99_tidal_sediment_coastal_delta |
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| 142 |
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| 100 | emissions - co2 - ghg - n2o - table | 20 | 100_emissions_co2_ghg_n2o |
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| 143 |
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| 101 | methane - ph - cytochrome - methanotrophs - acetic acid | 20 | 101_methane_ph_cytochrome_methanotrophs |
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| 144 |
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| 102 | patterns - model - self organization - evolutionary - self | 20 | 102_patterns_model_self organization_evolutionary |
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| 145 |
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| 103 | nitrogen - denitrification - n2o - soil - n2 | 20 | 103_nitrogen_denitrification_n2o_soil |
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| 146 |
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| 104 | birch - rotation - biomass - buds - biomass production | 19 | 104_birch_rotation_biomass_buds |
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| 147 |
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| 105 | fire - wildfire - fires - wildfires - health | 19 | 105_fire_wildfire_fires_wildfires |
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| 148 |
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| 106 | grazing - heathland - heather - moorland - england | 19 | 106_grazing_heathland_heather_moorland |
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| 149 |
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| 107 | emissions - fire - burning - fire emissions - biomass burning | 19 | 107_emissions_fire_burning_fire emissions |
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| 150 |
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| 108 | peat - landslides - failure - of peat - peat compaction | 18 | 108_peat_landslides_failure_of peat |
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| 151 |
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| 109 | biochar - straw - soil - fe - bc | 18 | 109_biochar_straw_soil_fe |
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| 152 |
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| 110 | ecosystem - respiration - carbon - ecosystem respiration - meadow | 17 | 110_ecosystem_respiration_carbon_ecosystem respiration |
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| 153 |
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| 111 | wetland - wetlands - risk - of wetland - the wetland | 17 | 111_wetland_wetlands_risk_of wetland |
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| 154 |
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| 112 | dom - thm - groundwater - molecular - organic | 17 | 112_dom_thm_groundwater_molecular |
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| 155 |
+
| 113 | geochemistry - landscape geochemistry - rocks - peat - mafic | 17 | 113_geochemistry_landscape geochemistry_rocks_peat |
|
| 156 |
+
| 114 | tundra - ch4 - n2o - fluxes - antarctic | 16 | 114_tundra_ch4_n2o_fluxes |
|
| 157 |
+
| 115 | cellulose - sphagnum - isotopic - isotope - δ18ocel | 16 | 115_cellulose_sphagnum_isotopic_isotope |
|
| 158 |
+
| 116 | solute - transport - chloride - peat - pore | 16 | 116_solute_transport_chloride_peat |
|
| 159 |
+
| 117 | charcoal - fire - fires - holocene - fire history | 15 | 117_charcoal_fire_fires_holocene |
|
| 160 |
+
| 118 | ghg - agricultural - dairy - abatement - emissions | 15 | 118_ghg_agricultural_dairy_abatement |
|
| 161 |
+
| 119 | palm - oil - palm oil - sustainability - industry | 15 | 119_palm_oil_palm oil_sustainability |
|
| 162 |
+
| 120 | humic - humic substances - substances - acids - fluorescence | 15 | 120_humic_humic substances_substances_acids |
|
| 163 |
+
| 121 | canopy - ndvi - pri - lue - phenological | 15 | 121_canopy_ndvi_pri_lue |
|
| 164 |
+
| 122 | pollen - bog - peat - the - human impact | 15 | 122_pollen_bog_peat_the |
|
| 165 |
+
| 123 | marshes - tidal - marshes are - salt - or | 15 | 123_marshes_tidal_marshes are_salt |
|
| 166 |
+
| 124 | soil - prediction - mapping - covariates - dsm | 15 | 124_soil_prediction_mapping_covariates |
|
| 167 |
+
| 125 | si - of si - silicon - biogenic - protozoic | 14 | 125_si_of si_silicon_biogenic |
|
| 168 |
+
| 126 | et - evapotranspiration - le - wetland - rice | 14 | 126_et_evapotranspiration_le_wetland |
|
| 169 |
+
| 127 | forest - finland - forests - stock - management | 14 | 127_forest_finland_forests_stock |
|
| 170 |
+
| 128 | iodine - 129i - sorption - iodide - the sorption | 14 | 128_iodine_129i_sorption_iodide |
|
| 171 |
+
| 129 | palm - oil - palm oil - smallholders - certification | 14 | 129_palm_oil_palm oil_smallholders |
|
| 172 |
+
| 130 | dndc - model - models - soil - carbon | 14 | 130_dndc_model_models_soil |
|
| 173 |
+
| 131 | snow - thaw - cover - sca - data | 14 | 131_snow_thaw_cover_sca |
|
| 174 |
+
| 132 | stx2 - microbiota - gut - gut microbiota - microbial | 13 | 132_stx2_microbiota_gut_gut microbiota |
|
| 175 |
+
| 133 | dom - doc - organic - dissolved organic - of dom | 13 | 133_dom_doc_organic_dissolved organic |
|
| 176 |
+
| 134 | forest - cbm - ontario - cfs3 - cbm cfs3 | 13 | 134_forest_cbm_ontario_cfs3 |
|
| 177 |
+
| 135 | wind - wind farms - farms - onshore - onshore wind | 13 | 135_wind_wind farms_farms_onshore |
|
| 178 |
+
| 136 | uranium - of uranium - 232th - th - ar | 13 | 136_uranium_of uranium_232th_th |
|
| 179 |
+
| 137 | groundwater - springs - spring - gdes - discharge | 13 | 137_groundwater_springs_spring_gdes |
|
| 180 |
+
| 138 | fire - forest - boreal - burned - fires | 13 | 138_fire_forest_boreal_burned |
|
| 181 |
+
| 139 | metal - metals - cd - sediments - zn | 13 | 139_metal_metals_cd_sediments |
|
| 182 |
+
| 140 | slr - sea level - coastal - sea - sea level rise | 13 | 140_slr_sea level_coastal_sea |
|
| 183 |
+
| 141 | damo - methane - anaerobic - oxidation - aom | 12 | 141_damo_methane_anaerobic_oxidation |
|
| 184 |
+
| 142 | temperature - microbial - soil - co2 - pd | 12 | 142_temperature_microbial_soil_co2 |
|
| 185 |
+
| 143 | soil - respiration - root - soil respiration - enchytraeid | 12 | 143_soil_respiration_root_soil respiration |
|
| 186 |
+
| 144 | kerp - fusiformisporites - permian - genus - flora | 11 | 144_kerp_fusiformisporites_permian_genus |
|
| 187 |
+
| 145 | dust - dust deposition - dust sources - deposition - atmospheric dust | 11 | 145_dust_dust deposition_dust sources_deposition |
|
| 188 |
+
| 146 | methane - sources - ch4 - les - de | 11 | 146_methane_sources_ch4_les |
|
| 189 |
+
| 147 | n2o - n2o emissions - emissions - permafrost - n2o fluxes | 11 | 147_n2o_n2o emissions_emissions_permafrost |
|
| 190 |
+
| 148 | australia - mis - record - ka - crater | 11 | 148_australia_mis_record_ka |
|
| 191 |
+
| 149 | oc - fjords - fjord - lakes - of oc | 10 | 149_oc_fjords_fjord_lakes |
|
| 192 |
+
| 150 | fe - reduction - fe iii - sr10 - iron | 10 | 150_fe_reduction_fe iii_sr10 |
|
| 193 |
+
| 151 | loading - eutrophication - nitrogen - coastal - phytoplankton | 10 | 151_loading_eutrophication_nitrogen_coastal |
|
| 194 |
+
| 152 | model - wetlands - groundwater - water - the wetlands | 10 | 152_model_wetlands_groundwater_water |
|
| 195 |
+
| 153 | co2 - soil - co2 efflux - soil co2 efflux - soil co2 | 10 | 153_co2_soil_co2 efflux_soil co2 efflux |
|
| 196 |
+
| 154 | transfer - transfer functions - transfer function - testate - functions | 10 | 154_transfer_transfer functions_transfer function_testate |
|
| 197 |
+
| 155 | peat - spain - bog - matter - autofluorescent | 10 | 155_peat_spain_bog_matter |
|
| 198 |
+
| 156 | isbas - insar - subsidence - motion - deformation | 10 | 156_isbas_insar_subsidence_motion |
|
| 199 |
+
|
| 200 |
+
</details>
|
| 201 |
+
|
| 202 |
+
## Training hyperparameters
|
| 203 |
+
|
| 204 |
+
* calculate_probabilities: False
|
| 205 |
+
* language: None
|
| 206 |
+
* low_memory: False
|
| 207 |
+
* min_topic_size: 10
|
| 208 |
+
* n_gram_range: (1, 3)
|
| 209 |
+
* nr_topics: None
|
| 210 |
+
* seed_topic_list: None
|
| 211 |
+
* top_n_words: 30
|
| 212 |
+
* verbose: False
|
| 213 |
+
|
| 214 |
+
## Framework versions
|
| 215 |
+
|
| 216 |
+
* Numpy: 1.22.4
|
| 217 |
+
* HDBSCAN: 0.8.29
|
| 218 |
+
* UMAP: 0.5.3
|
| 219 |
+
* Pandas: 1.5.3
|
| 220 |
+
* Scikit-Learn: 1.2.2
|
| 221 |
+
* Sentence-transformers: 2.2.2
|
| 222 |
+
* Transformers: 4.30.2
|
| 223 |
+
* Numba: 0.56.4
|
| 224 |
+
* Plotly: 5.13.1
|
| 225 |
+
* Python: 3.10.12
|
config.json
ADDED
|
@@ -0,0 +1,14 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"calculate_probabilities": false,
|
| 3 |
+
"language": null,
|
| 4 |
+
"low_memory": false,
|
| 5 |
+
"min_topic_size": 10,
|
| 6 |
+
"n_gram_range": [
|
| 7 |
+
1,
|
| 8 |
+
3
|
| 9 |
+
],
|
| 10 |
+
"nr_topics": null,
|
| 11 |
+
"seed_topic_list": null,
|
| 12 |
+
"top_n_words": 30,
|
| 13 |
+
"verbose": false
|
| 14 |
+
}
|
ctfidf.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:4a7b7a1cbd6c22691cf36b3ca1a12f447603a6933e6ded0ad2b63b77453a03f4
|
| 3 |
+
size 68776208
|
ctfidf_config.json
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:5bbc701390908a4cfbe8de5e4d32a67b465dc1afbebc96165910f6e901ae4d4e
|
| 3 |
+
size 96027632
|
topic_embeddings.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:fb1890261b5f3225d283f7098fa2c43b7c1715b578a1f37483ccba615d7aad8a
|
| 3 |
+
size 485464
|
topics.json
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|