Merge pull request '#15-spacy-finetuning' (#49) from #15-spacy-finetuning into main
Reviewed-on: #49pull/50/head
commit
05d4289902
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@ -0,0 +1,20 @@
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# SpaCy Microservice
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## Den Service mit in einem Docker-Container starten
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|
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### 1. Build
|
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```bash
|
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docker build -t spacy-service .
|
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```
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|
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### 2. Starten
|
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```bash
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||||
docker run -p 5050:5050 spacy-service
|
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```
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|
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## Beispielaufruf:
|
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```bash
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curl -X POST http://localhost:5050/extraction \
|
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-H "Content-Type: application/json" \
|
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-d @text-per-page.json
|
||||
```
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@ -3,7 +3,7 @@ import os
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import json
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current_dir = os.path.dirname(os.path.abspath(__file__))
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model_path = os.path.join(current_dir, "../spacy_training/output/model-best")
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model_path = os.path.join(current_dir, "../spacy_training/output/model-last")
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nlp = spacy.load(model_path)
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@ -22,10 +22,14 @@
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],
|
||||
"ner":[
|
||||
"AUSSCH\u00dcTTUNGSRENDITE",
|
||||
"Aussch\u00fcttungsrendite",
|
||||
"Laufzeit",
|
||||
"LAUFZEIT",
|
||||
"L\u00c4NDERALLOKATION",
|
||||
"MANAGMENTGEB\u00dcHREN",
|
||||
"RENDITE",
|
||||
"RISIKOPROFIL",
|
||||
"Risikoprofil"
|
||||
"SEKTORENALLOKATION",
|
||||
"ZIELAUSSCH\u00dcTTUNG",
|
||||
"ZIELRENDITE"
|
||||
]
|
||||
},
|
||||
"pipeline":[
|
||||
|
|
@ -40,37 +44,57 @@
|
|||
|
||||
],
|
||||
"performance":{
|
||||
"ents_f":0.8888888889,
|
||||
"ents_p":0.8205128205,
|
||||
"ents_r":0.9696969697,
|
||||
"ents_f":0.9637305699,
|
||||
"ents_p":0.93,
|
||||
"ents_r":1.0,
|
||||
"ents_per_type":{
|
||||
"RISIKOPROFIL":{
|
||||
"p":1.0,
|
||||
"r":0.9705882353,
|
||||
"f":0.9850746269
|
||||
},
|
||||
"Risikoprofil":{
|
||||
"p":0.8,
|
||||
"r":1.0,
|
||||
"f":0.8888888889
|
||||
"f":1.0
|
||||
},
|
||||
"Laufzeit":{
|
||||
"p":0.9,
|
||||
"L\u00c4NDERALLOKATION":{
|
||||
"p":0.90625,
|
||||
"r":1.0,
|
||||
"f":0.9473684211
|
||||
"f":0.9508196721
|
||||
},
|
||||
"AUSSCH\u00dcTTUNGSRENDITE":{
|
||||
"p":0.5925925926,
|
||||
"r":0.9411764706,
|
||||
"f":0.7272727273
|
||||
},
|
||||
"Aussch\u00fcttungsrendite":{
|
||||
"p":0.6666666667,
|
||||
"p":0.7105263158,
|
||||
"r":1.0,
|
||||
"f":0.8
|
||||
"f":0.8307692308
|
||||
},
|
||||
"LAUFZEIT":{
|
||||
"p":1.0,
|
||||
"r":1.0,
|
||||
"f":1.0
|
||||
},
|
||||
"RENDITE":{
|
||||
"p":1.0,
|
||||
"r":1.0,
|
||||
"f":1.0
|
||||
},
|
||||
"ZIELRENDITE":{
|
||||
"p":1.0,
|
||||
"r":1.0,
|
||||
"f":1.0
|
||||
},
|
||||
"ZIELAUSSCH\u00dcTTUNG":{
|
||||
"p":1.0,
|
||||
"r":1.0,
|
||||
"f":1.0
|
||||
},
|
||||
"MANAGMENTGEB\u00dcHREN":{
|
||||
"p":1.0,
|
||||
"r":1.0,
|
||||
"f":1.0
|
||||
},
|
||||
"SEKTORENALLOKATION":{
|
||||
"p":1.0,
|
||||
"r":1.0,
|
||||
"f":1.0
|
||||
}
|
||||
},
|
||||
"tok2vec_loss":119.7162696429,
|
||||
"ner_loss":824.8371582031
|
||||
"tok2vec_loss":26.5951735583,
|
||||
"ner_loss":742.7924194336
|
||||
}
|
||||
}
|
||||
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@ -1 +1 @@
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‚¥movesÚì{"0":{},"1":{"RISIKOPROFIL":91,"AUSSCH\u00dcTTUNGSRENDITE":40,"Laufzeit":26,"Risikoprofil":10,"Aussch\u00fcttungsrendite":8},"2":{"RISIKOPROFIL":91,"AUSSCH\u00dcTTUNGSRENDITE":40,"Laufzeit":26,"Risikoprofil":10,"Aussch\u00fcttungsrendite":8},"3":{"RISIKOPROFIL":91,"AUSSCH\u00dcTTUNGSRENDITE":40,"Laufzeit":26,"Risikoprofil":10,"Aussch\u00fcttungsrendite":8},"4":{"RISIKOPROFIL":91,"AUSSCH\u00dcTTUNGSRENDITE":40,"Laufzeit":26,"Risikoprofil":10,"Aussch\u00fcttungsrendite":8,"":1},"5":{"":1}}£cfg<66>§neg_keyÀ
|
||||
‚¥movesÚL{"0":{},"1":{"RISIKOPROFIL":161,"L\u00c4NDERALLOKATION":161,"RENDITE":91,"AUSSCH\u00dcTTUNGSRENDITE":68,"LAUFZEIT":38,"ZIELRENDITE":12,"SEKTORENALLOKATION":12,"MANAGMENTGEB\u00dcHREN":8,"ZIELAUSSCH\u00dcTTUNG":2},"2":{"RISIKOPROFIL":161,"L\u00c4NDERALLOKATION":161,"RENDITE":91,"AUSSCH\u00dcTTUNGSRENDITE":68,"LAUFZEIT":38,"ZIELRENDITE":12,"SEKTORENALLOKATION":12,"MANAGMENTGEB\u00dcHREN":8,"ZIELAUSSCH\u00dcTTUNG":2},"3":{"RISIKOPROFIL":161,"L\u00c4NDERALLOKATION":161,"RENDITE":91,"AUSSCH\u00dcTTUNGSRENDITE":68,"LAUFZEIT":38,"ZIELRENDITE":12,"SEKTORENALLOKATION":12,"MANAGMENTGEB\u00dcHREN":8,"ZIELAUSSCH\u00dcTTUNG":2},"4":{"RISIKOPROFIL":161,"L\u00c4NDERALLOKATION":161,"RENDITE":91,"AUSSCH\u00dcTTUNGSRENDITE":68,"LAUFZEIT":38,"ZIELRENDITE":12,"SEKTORENALLOKATION":12,"MANAGMENTGEB\u00dcHREN":8,"ZIELAUSSCH\u00dcTTUNG":2,"":1},"5":{"":1}}£cfg<66>§neg_keyÀ
|
||||
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@ -22,10 +22,14 @@
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|||
],
|
||||
"ner":[
|
||||
"AUSSCH\u00dcTTUNGSRENDITE",
|
||||
"Aussch\u00fcttungsrendite",
|
||||
"Laufzeit",
|
||||
"LAUFZEIT",
|
||||
"L\u00c4NDERALLOKATION",
|
||||
"MANAGMENTGEB\u00dcHREN",
|
||||
"RENDITE",
|
||||
"RISIKOPROFIL",
|
||||
"Risikoprofil"
|
||||
"SEKTORENALLOKATION",
|
||||
"ZIELAUSSCH\u00dcTTUNG",
|
||||
"ZIELRENDITE"
|
||||
]
|
||||
},
|
||||
"pipeline":[
|
||||
|
|
@ -40,37 +44,57 @@
|
|||
|
||||
],
|
||||
"performance":{
|
||||
"ents_f":0.8780487805,
|
||||
"ents_p":0.9473684211,
|
||||
"ents_r":0.8181818182,
|
||||
"ents_f":0.9608938547,
|
||||
"ents_p":1.0,
|
||||
"ents_r":0.9247311828,
|
||||
"ents_per_type":{
|
||||
"RISIKOPROFIL":{
|
||||
"p":1.0,
|
||||
"r":0.9705882353,
|
||||
"f":0.9850746269
|
||||
},
|
||||
"Risikoprofil":{
|
||||
"p":0.8,
|
||||
"r":1.0,
|
||||
"f":0.8888888889
|
||||
},
|
||||
"AUSSCH\u00dcTTUNGSRENDITE":{
|
||||
"p":0.7777777778,
|
||||
"r":0.4117647059,
|
||||
"f":0.5384615385
|
||||
},
|
||||
"Laufzeit":{
|
||||
"p":1.0,
|
||||
"r":1.0,
|
||||
"f":1.0
|
||||
},
|
||||
"Aussch\u00fcttungsrendite":{
|
||||
"AUSSCH\u00dcTTUNGSRENDITE":{
|
||||
"p":1.0,
|
||||
"r":0.5,
|
||||
"f":0.6666666667
|
||||
"r":0.5925925926,
|
||||
"f":0.7441860465
|
||||
},
|
||||
"LAUFZEIT":{
|
||||
"p":1.0,
|
||||
"r":1.0,
|
||||
"f":1.0
|
||||
},
|
||||
"RENDITE":{
|
||||
"p":1.0,
|
||||
"r":1.0,
|
||||
"f":1.0
|
||||
},
|
||||
"L\u00c4NDERALLOKATION":{
|
||||
"p":1.0,
|
||||
"r":0.8965517241,
|
||||
"f":0.9454545455
|
||||
},
|
||||
"ZIELRENDITE":{
|
||||
"p":1.0,
|
||||
"r":1.0,
|
||||
"f":1.0
|
||||
},
|
||||
"ZIELAUSSCH\u00dcTTUNG":{
|
||||
"p":1.0,
|
||||
"r":1.0,
|
||||
"f":1.0
|
||||
},
|
||||
"MANAGMENTGEB\u00dcHREN":{
|
||||
"p":1.0,
|
||||
"r":1.0,
|
||||
"f":1.0
|
||||
},
|
||||
"SEKTORENALLOKATION":{
|
||||
"p":1.0,
|
||||
"r":1.0,
|
||||
"f":1.0
|
||||
}
|
||||
},
|
||||
"tok2vec_loss":235.8388520621,
|
||||
"ner_loss":1878.9451904297
|
||||
"tok2vec_loss":33.6051129291,
|
||||
"ner_loss":740.5764770508
|
||||
}
|
||||
}
|
||||
Binary file not shown.
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@ -1 +1 @@
|
|||
‚¥movesÚì{"0":{},"1":{"RISIKOPROFIL":91,"AUSSCH\u00dcTTUNGSRENDITE":40,"Laufzeit":26,"Risikoprofil":10,"Aussch\u00fcttungsrendite":8},"2":{"RISIKOPROFIL":91,"AUSSCH\u00dcTTUNGSRENDITE":40,"Laufzeit":26,"Risikoprofil":10,"Aussch\u00fcttungsrendite":8},"3":{"RISIKOPROFIL":91,"AUSSCH\u00dcTTUNGSRENDITE":40,"Laufzeit":26,"Risikoprofil":10,"Aussch\u00fcttungsrendite":8},"4":{"RISIKOPROFIL":91,"AUSSCH\u00dcTTUNGSRENDITE":40,"Laufzeit":26,"Risikoprofil":10,"Aussch\u00fcttungsrendite":8,"":1},"5":{"":1}}£cfg<66>§neg_keyÀ
|
||||
‚¥movesÚL{"0":{},"1":{"RISIKOPROFIL":161,"L\u00c4NDERALLOKATION":161,"RENDITE":91,"AUSSCH\u00dcTTUNGSRENDITE":68,"LAUFZEIT":38,"ZIELRENDITE":12,"SEKTORENALLOKATION":12,"MANAGMENTGEB\u00dcHREN":8,"ZIELAUSSCH\u00dcTTUNG":2},"2":{"RISIKOPROFIL":161,"L\u00c4NDERALLOKATION":161,"RENDITE":91,"AUSSCH\u00dcTTUNGSRENDITE":68,"LAUFZEIT":38,"ZIELRENDITE":12,"SEKTORENALLOKATION":12,"MANAGMENTGEB\u00dcHREN":8,"ZIELAUSSCH\u00dcTTUNG":2},"3":{"RISIKOPROFIL":161,"L\u00c4NDERALLOKATION":161,"RENDITE":91,"AUSSCH\u00dcTTUNGSRENDITE":68,"LAUFZEIT":38,"ZIELRENDITE":12,"SEKTORENALLOKATION":12,"MANAGMENTGEB\u00dcHREN":8,"ZIELAUSSCH\u00dcTTUNG":2},"4":{"RISIKOPROFIL":161,"L\u00c4NDERALLOKATION":161,"RENDITE":91,"AUSSCH\u00dcTTUNGSRENDITE":68,"LAUFZEIT":38,"ZIELRENDITE":12,"SEKTORENALLOKATION":12,"MANAGMENTGEB\u00dcHREN":8,"ZIELAUSSCH\u00dcTTUNG":2,"":1},"5":{"":1}}£cfg<66>§neg_keyÀ
|
||||
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@ -205,44 +205,357 @@ TRAINING_DATA = [
|
|||
),
|
||||
(
|
||||
"Zielmärkte Klassifizierung SFDR Invastitionsfokus Rendite- / Risikoprofil Rechtsform Eigenkapital /FK Quote Investftionsvolumen Prognostizierte Gesamtrendite {IRR)* Prognostizierte Ausschüttungsrandite* Mindestanlage Mitgliedschaft Im Anlagesusschuss Ankaufs- / Verkaufs- / Verkaufs(Teflimmobilfe)- / Baumanagementgebahr (inkl. USt.) Parformanceabhängige Vergütung Einmalige Strukturierungsgebühr Deutsche Metropolregianen und umliegende Regionen mit Städten >50T Einwohner Artikel 8 Wohnimmobilien Deutschland ‚Aktive Bestandsentwicklung Offener Spezial-AlF mit festen Anlagebedingungen rd. 200 Mio. € / max. 20% rd. 250 Mio. € 7,5 % (nach Kosten & Gebühren, vor Steuern) 8 4,0 % {nach Kosten & Gebühren, var Steuern} 5Mio.€ Ab 10 Mio. € 1,40 % / 0,80 % /2,12% / 4,91 % Laufzeit / Investtionszeltraum Ausschüttungsintervalle 20 % über einer @ Ausschüttungsrendite von 4,0 % 0,1% der bis zum 31.12.2023 erfolgten Kapitalzusagen (max. 200.000 &) 10 bis 12 Jahre / bis zu 24 Monate angestrebt Mindestens jährlich",
|
||||
{"entities": [[945, 960, "Laufzeit"]]},
|
||||
{"entities": [[945, 960, "LAUFZEIT"]]},
|
||||
),
|
||||
(
|
||||
"Laufzeit / Investtionszeltraum,10 bis 12 Jahre / bis zu 24 Monate angestrebt Ausschüttungsintervalle,Mindestens jährlich",
|
||||
{"entities": [[31, 46, "Laufzeit"]]},
|
||||
{"entities": [[31, 46, "LAUFZEIT"]]},
|
||||
),
|
||||
(
|
||||
"10-12 Jahre Laufzeit bei einem LTV von bis zu 20%",
|
||||
{"entities": [[0, 11, "Laufzeit"]]},
|
||||
{"entities": [[0, 11, "LAUFZEIT"]]},
|
||||
),
|
||||
(
|
||||
"vom Manager festgelegter Stil Rechtsform Jahr des ersten Closings Laufzeit Geplantes Jahr der Auflösung Ziel-Netto-IRR / Gesamtrendite* Zielvolumen des Anlagevehikels Ziel-LTY‚Aktueller LTV Zielsektoren Zielanlagestrategie Fonds Offen Deutschland Core, Core + Offener Immobilien-Spezialfonds 2022 10 - 12 Jahre",
|
||||
{"entities": [[297, 310, "Laufzeit"], [247, 259, "Risikoprofil"]]},
|
||||
{"entities": [[297, 310, "LAUFZEIT"], [247, 259, "RISIKOPROFIL"]]},
|
||||
),
|
||||
(
|
||||
"Allgemeine Annahmen Ankaufsphase Haltedauer Zielobjektgröße Finanzierung Investitions-annahmen Zielrendite 24 Monate Investmentzeitraum 10 Jahre (+) EUR 20-75 Mio. Keine externe Finanzierung zum Auftakt (ausschließlich Darlehen der Anteilseigner). Die Finanzierung wird nach der Ankaufsphase und Stabilisierung der Zinssätze neu geprüft. Angestrebter LTV zwischen 25-40 % Investitionen für Renovierungen und ESG- Verbesserungen werden für jedes Objekt einzeln festgelegt. 5,00-5,25 % Ausschüttungsrendites",
|
||||
{"entities": [[136, 148, "Laufzeit"], [472, 483, "Ausschüttungsrendite"]]},
|
||||
{"entities": [[136, 148, "LAUFZEIT"], [472, 483, "AUSSCHÜTTUNGSRENDITE"]]},
|
||||
),
|
||||
(
|
||||
"Zielrendite 5,00-5,25 % Ausschüttungsrendite 1) Ankauf von Objekten an Tag eins mit 100% Eigenkapital. Die Strategie unterstellt die Aufnahme von Fremdkapital, sobald sich die Zins- und Finanzierungskonditionen nachhaltig stabilisieren. Strategie - Übersicht Risikoprofil Core+",
|
||||
{"entities": [[12, 23, "Ausschüttungsrendite"], [272, 277, "Risikoprofil"]]},
|
||||
{"entities": [[12, 23, "AUSSCHÜTTUNGSRENDITE"], [272, 277, "RISIKOPROFIL"]]},
|
||||
),
|
||||
(
|
||||
"Vehicle lifetime / investment period Open-ended fund",
|
||||
{"entities": [[37, 52, "Laufzeit"]]},
|
||||
{"entities": [[37, 52, "LAUFZEIT"]]},
|
||||
),
|
||||
(
|
||||
"Vehicle / domicile Alternative Investment Fund / Luxembourg (e.g. SCSp SICAV-RAIF) Investment strategy eturn pro Real Estate (PropCo + OpCo) Investing in upscale hotels with long-term management contracts in major European destinations Core/Core+ with OpCo premium Management Agreements solely with financially strong and experienced partners/ global brands Cash flow-oriented Cash-flow pattern Target equity /AuM € 400m equity / € 800m AuM (50% Loan-to-Value) Vehicle lifetime / investment period Open-ended fund",
|
||||
{"entities": [[498, 513, "Laufzeit"], [236, 245, "Risikoprofil"]]},
|
||||
{"entities": [[498, 513, "LAUFZEIT"], [236, 245, "RISIKOPROFIL"]]},
|
||||
),
|
||||
(
|
||||
"Vehicle type (Lux-RAIF) (net of fees) IRR6.5% ACCOR Vehicle structure Open-ended Targetvehiclesize € 400m (equity) Manager-defined Core/Core+ with | style OpCo Premium darge CLV. 50% Pt H | LTO N WORLDWIDE Year of first closing 2020 Target no. ofinvestors 1-5 Fund life (yrs} Open-ended Min-commitmentper —¢ 400m",
|
||||
{"entities": [[131, 141, "Risikoprofil"], [70, 80, "Laufzeit"]]},
|
||||
{"entities": [[131, 141, "RISIKOPROFIL"], [70, 80, "LAUFZEIT"]]},
|
||||
),
|
||||
(
|
||||
"Fund term: Open-ended",
|
||||
{"entities": [[11, 21, "Laufzeit"]]},
|
||||
{"entities": [[11, 21, "LAUFZEIT"]]},
|
||||
),
|
||||
(
|
||||
"Abdeckung der Risiko-Rendite-Bandbreite (Core, Core+, Value-Add)",
|
||||
{"entities": [[41, 63, "RISIKOPROFIL"]]},
|
||||
),
|
||||
(
|
||||
"5,1% - 8,5% IRR!",
|
||||
{"entities": [[0, 11, "RENDITE"]]},
|
||||
),
|
||||
(
|
||||
"Retailinvestitionsvolumen nach Ländern (2024) Vereinigtes Königreich, 26,4% Deutschland, 19,0% Andere, 19,7% Italien, 8,2% Irland, 3,3% N | Frankreich, Spanien, 8,1%",
|
||||
{"entities": [[46, 75, "LÄNDERALLOKATION"], [76, 94, "LÄNDERALLOKATION"], [95, 108, "LÄNDERALLOKATION"], [109, 122, "LÄNDERALLOKATION"], [123, 135, "LÄNDERALLOKATION"]]},
|
||||
),
|
||||
(
|
||||
"Erwartete IRR 5 (je nach Objekt- ‘A(E) 6.00% - 8,00%",
|
||||
{"entities": [[39, 52, "RENDITE"]]},
|
||||
),
|
||||
(
|
||||
"Zielmarkts Deutsche Metropolregianen und umliegende Regionen mit Städten >50T Einwohner Klassifizierung SFDR Artikel 8 Invastitionsfokus Wohnimmobilien Deutschland Rendite- / Risikoprofil ‚Aktive Bestandsentwicklung Rechtsform Offener Spezial-AlF mit festen Anlagebedingungen Eigenkapital /FK Quote rd. 200 Mio. € / max. 20% Investftionsvolumen rd. 250 Mio. € Prognostiderte Gesamtrendite {IRR)* 7,5 % (nach Kosten & Gebühren, vor Steuern) Prognostizierte Ausschüttungsrandite* @ 4,0 % {nach Kosten & Gebühren, var Steuern} Mindestanlage 5Mio.€ Mitgliedschaft Im Anlagesusschuss Ab 10 Mio. € Ankaufs- / Verkaufs- / Verkaufs(Teflimmobilfe)- / Baumanagementgebahr (inkl. USt) 1,40 %/080%/212%/491% Parformanceabhängige Vergütung 20 % über einer ® Ausschüttungsrendite von 4,0% Einmalige Strukturierungsgebühr 0,1% der bis zum 31.12.2023 erfolgten Kapitalzusagen (max. 200.000 €) Laufzelt / Investtonszeltraum 10 bis 12 Jahre / bis zu 24 Monate angestrebt Ausschüttungsintervalle Mindestens jährlich",
|
||||
{"entities": [[396, 401, "RENDITE"], [482, 487, "AUSSCHÜTTUNGSRENDITE"], [914, 929, "LAUFZEIT"]]},
|
||||
),
|
||||
(
|
||||
"= Prognostizierte jährliche Ausschüttung von @ 4,0%* = Prognostizierte Gesamtrendite (IRR) von 7,5%*",
|
||||
{"entities": [[48, 52, "AUSSCHÜTTUNGSRENDITE"], [96, 100, "RENDITE"]]},
|
||||
),
|
||||
(
|
||||
"Prognose: 7,5%+ IRR auf Fondsebene",
|
||||
{"entities": [[10, 14, "RENDITE"]]},
|
||||
),
|
||||
(
|
||||
"= Prognostizierte jährliche Ausschüttung* von 84,0% = Prognostizierte Gesamtrendite (IRR}* von 7,5%",
|
||||
{"entities": [[96, 100, "RENDITE"], [49, 53, "AUSSCHÜTTUNGSRENDITE"]]},
|
||||
),
|
||||
(
|
||||
"= Lagefokussierung: Metropolregionen Deutschlands = Finanzierung: max. 20% LTV = Risikoprofil: Core, Core +",
|
||||
{"entities": [[95, 107, "RISIKOPROFIL"]]},
|
||||
),
|
||||
(
|
||||
"Performance-Fee: 20% über einer @ Ausschüttungsrendite von 4,0%",
|
||||
{"entities": [[61, 65, "AUSSCHÜTTUNGSRENDITE"]]},
|
||||
),
|
||||
(
|
||||
"Fondstyp Offener Spezial-AIF nach KAGB mit festen Anlagebedingungen ESG-Klassifizierung Fonds gemäß Artikel 8 EU-Offenlegungsverordnung KVG IntReal GmbH, Hamburg Anlagestrategie Aufbau eines Objektportfolios aus Ärztehäusern, die langfristig vermietet sind Ärztehäuser, Laborimmobilien, im Verbund mit Ärztehäusern auch ambulant Zielobjekte betreute Wohngemeinschaften; Mietanteil Medizin und medizinnahe Dienstleistungen/Handel > 65 % (Objektebene) WALT >5 Jahre bei Ankauf Objektbaujahre Ab 2000 Anlagegrenzen Einzelinvestment 8-30 Mio. EUR Anzahl Objekte 10-20 Deutschland bundesweit; jeweiliges Einzugsgebiet > 25.000 Einwohner mit Regionen stabiler Bevölkerungsprognose Risikoprofil Core / Core +",
|
||||
{"entities": [[689, 702, "RISIKOPROFIL"]]},
|
||||
),
|
||||
(
|
||||
"Fondsvolumen 300 Mio. EUR Zielrendite (IRR) > 6,0 % p. a. Ausschuttung >5,0 % p. a. Ankaufszeitraum 2024-2026 Laufzeit 31.12.2036 Mindestanlage 10 Mio. EUR Anlageausschuss Ja, entscheidet u. a. über Objekterwerb (Mitglied kann ab 20 Mio. EUR gestellt werden) Gebührenstruktur Marktüblich (auf Anfrage) Projektentwicklungen keine Forward-Deals Möglich, maximal 18 Monate Vorlauf; keine Projektentwicklungsrisiken beim Fonds Erbbaurechte Möglich, sofern Laufzeit > 60 Jahre und angemessene Entschädigung bei Ablauf und Heimfall Status Objektpipeline vorhanden: siehe Folie 16 ff.",
|
||||
{"entities": [[44, 57, "RENDITE"], [71, 83, "AUSSCHÜTTUNGSRENDITE"], [120, 130, "LAUFZEIT"]]},
|
||||
),
|
||||
(
|
||||
"Niederlande (max. 35 %) Länderallokation Frankreich (max. 35 %) (in % vom Zielvolumen) Skandinavien (Schweden, Dänemark) (max. 35 %) Deutschland (<= 10 %)",
|
||||
{"entities": [[0, 23, "LÄNDERALLOKATION"], [41, 63, "LÄNDERALLOKATION"], [87, 132, "LÄNDERALLOKATION"], [133, 154, "LÄNDERALLOKATION"]]},
|
||||
),
|
||||
(
|
||||
"Führender Immobilien-Investmentmanager in den Nordics für globale ll institutionelle Investoren in Value Add und Core Strategien",
|
||||
{"entities": [[101, 119, "RISIKOPROFIL"]]},
|
||||
),
|
||||
(
|
||||
"Core und Core+ Fonds",
|
||||
{"entities": [[0, 14, "RISIKOPROFIL"]]},
|
||||
),
|
||||
(
|
||||
"Risikoprofil Core / Core+",
|
||||
{"entities": [[13, 25, "RISIKOPROFIL"]]},
|
||||
),
|
||||
(
|
||||
"Durchschnittlich geplante jährliche Ausschüttung von 4,5-5,5% auf das investierte Eigenkapital an die Anleger Geplante Gesamtrendite von 5-6% (IRR) auf das eingezahlte Eigenkapital",
|
||||
{"entities": [[54, 62, "AUSSCHÜTTUNGSRENDITE"], [138, 142, "RENDITE"]]},
|
||||
),
|
||||
(
|
||||
"Geografische Zielallokation nach Investitionsphase des Fonds: 1) Schweden 20-60% Allokation Länder 2) Finnland 20-60% 3) Norwegen 10-40% 4) Dänemark 10-40%",
|
||||
{"entities": [[65, 80, "LÄNDERALLOKATION"], [102, 117, "LÄNDERALLOKATION"], [121, 136, "LÄNDERALLOKATION"], [140, 155, "LÄNDERALLOKATION"]]},
|
||||
),
|
||||
(
|
||||
"Deutsches Spezial-Sondervermögen mit festen Anlagebedingungen ($284 KAGB) Immobilien- oder Infrastrukturquote (nach Solvency II) Core / Core+ Euro Hauptstadtregionen und andere Großstädte in den Nordics €500 Mio. 4,5-5,5% 15 Jahre; Fonds hat unbegrenzte Laufzeit; Investmentphase 4 Jahre Maximaler Fremdkapitalanteil 50% (LTV-Ziel bei Ankauf), Langfristiges LTV-Ziel auf Fondsebene ist 45% 0,625% p. a. des Bruttofondsvermögens Zeichnungen ab € 30 Mio. - 0,03 % Rabatt Zeichnungen ab € 50 Mio. - zusatzl. 0,03 % Rabatt 1,1% des Verkehrswertes 0,6% der Bruttoverkaufswert 10% wenn Hurdle Rate 5,0 % p. a. (IRR netto) überschritten wird (nach 15 Jahren berechnet) Ja",
|
||||
{"entities": [[129, 141, "RISIKOPROFIL"], [213, 221, "ZIELRENDITE"], [242, 262, "LAUFZEIT"]]},
|
||||
),
|
||||
(
|
||||
"Standort Helsinki, Finnland Sektor Bildungswesen, Schule& Kindertagesstätte Vermietbare Fläche 3.321 m? Leerstand bei Ankauf 0% / 0% Ankaufspreis+ Investitionen €21,4 Mio. + €0,2 Mio Eigenkapital €21,6 Mio. Ankaufs- / Stabilisierungs- / Exitrendite 5,0%/ 5,5%/ 5,0% NOI zum Ankaufszeitpunkt / Exit-NOI €1.1m/ €1.2m Zielrenditen (netto für LPs) 5,4% IRR/ 1.5x EM / DY 4,3% Ankauf / Exit Dezember 2023/ Dezember 2033",
|
||||
{"entities": [[345, 349, "ZIELRENDITE"]]},
|
||||
),
|
||||
(
|
||||
"Evergreen/offene Fondsstrukturenv Core / Core+ Strategien",
|
||||
{"entities": [[34, 46, "RISIKOPROFIL"]]},
|
||||
),
|
||||
(
|
||||
"BEE Henderson German 2012 Logistik Core/D/Art. 8 € 336 Mio. 12 (voll investiert) 13,0 % p.a.",
|
||||
{"entities": [[35, 39, "RISIKOPROFIL"], [81, 87, "RENDITE"]]},
|
||||
),
|
||||
(
|
||||
"ICF German Logistics 2014 Logistik Core/D/Art. 8 € 400 Mio. 16 (voll investiert) 12,0 % p.a.",
|
||||
{"entities": [[35, 39, "RISIKOPROFIL"], [81, 87, "RENDITE"]]},
|
||||
),
|
||||
(
|
||||
"Individualmandat 2015 Logistik Core / D+AU/ ArTt. 6 € 200 Mio. 8 (realisiert) 8,0 % p.a.",
|
||||
{"entities": [[31, 35, "RISIKOPROFIL"], [78, 83, "RENDITE"]]},
|
||||
),
|
||||
(
|
||||
"European Logistics Partnership” 2017 Logistik Value-Add / Europ/a - € 1.000 Mio. 28 (realisiert) 20,0 % p.a.",
|
||||
{"entities": [[46, 55, "RISIKOPROFIL"], [97, 103, "RENDITE"]]},
|
||||
),
|
||||
(
|
||||
"European Core Logistics Fund (ECLF 1) 2021 Logistik Core / Euro/p Arat. 8 € 314 Mio. 12 (voll investiert) 7,50 % p.a.",
|
||||
{"entities": [[9, 13, "RISIKOPROFIL"], [106, 112, "RENDITE"]]},
|
||||
),
|
||||
(
|
||||
"P-Logistik Europa Fonds (ECLF 2) 2022 Logistik Core / Euro/p Arat. 8 € 150 Mio.? A (voll investiert) 6,5 % p.a.?",
|
||||
{"entities": [[47, 51, "RISIKOPROFIL"], [101, 106, "RENDITE"]]},
|
||||
),
|
||||
(
|
||||
"First Business Parks 2015 Light Industrial Value Add / D+AUT € 100 Mio. 6 (realisiert) 16,0 % p.a.",
|
||||
{"entities": [[43, 52, "RISIKOPROFIL"], [87, 93, "RENDITE"]]},
|
||||
),
|
||||
(
|
||||
"Unternehmensimmobilien Club 1 2016 Light Industrial Core+/D € 186 Mio. 9 (voll investiert) 13,0 % p.a.",
|
||||
{"entities": [[91, 97, "RENDITE"]]},
|
||||
),
|
||||
(
|
||||
"Unternehmensimmobilien Club 1 2016 Light Industrial Core+/D € 186 Mio. 9 (voll investiert) 13,0 % p.a.",
|
||||
{"entities": [[52, 57, "RISIKOPROFIL"], [91, 97, "RENDITE"]]},
|
||||
),
|
||||
(
|
||||
"Unternehmensimmobilien Club 2 2021 Light Industrial Core+/D € 262 Mio. 12 (voll investiert) 9,00 % p.a.",
|
||||
{"entities": [[52, 57, "RISIKOPROFIL"], [92, 98, "RENDITE"]]},
|
||||
),
|
||||
(
|
||||
"Individualmandat 2022 Light Industrial Value-Add / Nordics € 100 Mio. 5 (voll investiert) 18,0 % p.a.",
|
||||
{"entities": [[39, 48, "RISIKOPROFIL"], [90, 96, "RENDITE"]]},
|
||||
),
|
||||
(
|
||||
"EUROPEAN CORE LOGISTICS FUND 3",
|
||||
{"entities": [[9, 13, "RISIKOPROFIL"]]},
|
||||
),
|
||||
(
|
||||
"Core Investitionen",
|
||||
{"entities": [[0, 4, "RISIKOPROFIL"]]},
|
||||
),
|
||||
(
|
||||
"8 % IRR",
|
||||
{"entities": [[0, 3, "RENDITE"]]},
|
||||
),
|
||||
(
|
||||
"Rendite-Risiko-Profil Core ° Geographischer Fokus Kontinentaleuropaische Kernvolkswirtschaften nach Allokationsprofil * Sektoraler Fokus Logistikimmobilien nach Allokationsprofil Kapitalstruktur ° Eigenkapital € 250 Mio. ° Fremdkapital 50 % angestrebt, max. 60 % der Immobilienwerte (Objektebene) °e Mindestzeichnung € 10 Mio. Vehikelstruktur ° Rechtsform Immobilien-Spezial-AlF mit festen Anlagebedingungen nach 3 284 KAGB ° Klassifikation Artikel 8 Offenlegungsverordnung ¢ Anlagehorizont 10 Jahre mit Verlängerungsoption um 2 Jahre! ° Geplante Auflage 01 2025 Performanceziel? ° Ausschüttung 6,0 % p.a. (Durchschnitt 10 Jahre Haltedauer) ° Interner Zinsfuß (IRR) 8,0 % p.a. (10 Jahre Haltedauer, Target-IRR)",
|
||||
{"entities": [[22, 26, "RISIKOPROFIL"], [596, 601, "AUSSCHÜTTUNGSRENDITE"], [667, 672, "RENDITE"]]},
|
||||
),
|
||||
(
|
||||
"Core/Core+, mit Cash-Flow-Stabilität",
|
||||
{"entities": [[0, 10, "RISIKOPROFIL"]]},
|
||||
),
|
||||
(
|
||||
"Zielausschüttung: min. 5,10%",
|
||||
{"entities": [[24, 29, "ZIELAUSSCHÜTTUNG"]]},
|
||||
),
|
||||
(
|
||||
"Zielrendite (IRR): min. 5,50%",
|
||||
{"entities": [[24, 29, "ZIELRENDITE"]]},
|
||||
),
|
||||
(
|
||||
"Rewe & Lidl Maxhütte-Haidhof é ae: 6 s Bahnhof Ankermieter REWE & Lidl er WALT 20 und 17 Jahre Miete p.a. 1.127.916 € Kaufpreis 21,43 Mio. € Faktor 19,00 x LTV / Zins 80% / 4,0% Ausschüttung 5,7 % IRR 7,1%",
|
||||
{"entities": [[193, 198, "AUSSCHÜTTUNGSRENDITE"], [203, 207, "ZIELRENDITE"]]},
|
||||
),
|
||||
(
|
||||
"Real Estate Prime Europe Access the Core of European Prime Cities with a green SRI fund including a genuine low carbon commitment",
|
||||
{"entities": [[36, 40, "RISIKOPROFIL"]]},
|
||||
),
|
||||
(
|
||||
"(FR, UK, DE, BE, NL, LU, Nordics, Allocation SP, IT, CH)",
|
||||
{"entities": [[1, 32, "LÄNDERALLOKATION"], [45, 55, "LÄNDERALLOKATION"]]},
|
||||
),
|
||||
(
|
||||
"IRR: 6% - 7%",
|
||||
{"entities": [[5, 12, "RENDITE"]]},
|
||||
),
|
||||
(
|
||||
"Europe | Germany 67 Value Add",
|
||||
{"entities": [[9, 16, "LÄNDERALLOKATION"], [20, 29, "RISIKOPROFIL"]]},
|
||||
),
|
||||
(
|
||||
"Germany, Norway 336 Core Plus",
|
||||
{"entities": [[0, 7, "LÄNDERALLOKATION"], [20, 29, "RISIKOPROFIL"]]},
|
||||
),
|
||||
(
|
||||
"UK",
|
||||
{"entities": [[0, 2, "LÄNDERALLOKATION"]]},
|
||||
),
|
||||
(
|
||||
"NORWAY",
|
||||
{"entities": [[0, 6, "LÄNDERALLOKATION"]]},
|
||||
),
|
||||
(
|
||||
"9.8% IRR",
|
||||
{"entities": [[0, 4, "RENDITE"]]},
|
||||
),
|
||||
(
|
||||
"Investment volume down 52% to €2.3 billion, with 4,000 100 14% value-add and core-plus increasing YoY",
|
||||
{"entities": [[63, 86, "RISIKOPROFIL"]]},
|
||||
),
|
||||
(
|
||||
"Geared Gross IRR‘ seeking a range of 16-18% per annum",
|
||||
{"entities": [[37, 43, "RENDITE"]]},
|
||||
),
|
||||
(
|
||||
"Open-ended fund 24 months, incl. rolling reinvestment Sale of individual assets with respective management contracts or geared leases IRR: >6.5% | CoC: >5.0%",
|
||||
{"entities": [[0, 10, "LAUFZEIT"], [139, 144, "RENDITE"]]},
|
||||
),
|
||||
(
|
||||
"Our investment strategy focuses on investing in upscale hotels in European prime locations, including DACH, Italy, Spain, Portugal, France, UK, Denmark, Benelux,and Poland.",
|
||||
{"entities": [[102, 171, "LÄNDERALLOKATION"]]},
|
||||
),
|
||||
(
|
||||
"Core+ assets with value-add potential, Emerging Gateway Cities Helsinki] Core+ with Value well-mitigated risk and great upside Potential potential through asset improvement or = Max. 20% UK & Ireland {no contract renegotiation currency risk hedging], 80% tinental E > IRR target of 6-9%",
|
||||
{"entities": [[0, 5, "RISIKOPROFIL"], [282, 286, "RENDITE"]]},
|
||||
),
|
||||
(
|
||||
"10% net IRR since inception in 2018?",
|
||||
{"entities": [[0, 3, "RENDITE"]]},
|
||||
),
|
||||
(
|
||||
"Eurozone: Benelux, France and Germany",
|
||||
{"entities": [[10, 37, "LÄNDERALLOKATION"]]},
|
||||
),
|
||||
(
|
||||
"Open-ended, with quarterly liquidity (redemption rights, dual pricing)",
|
||||
{"entities": [[0, 10, "LAUFZEIT"]]},
|
||||
),
|
||||
(
|
||||
"Class A & B (Institutional): 0.93% on NAV; Class D (Wholesale): 1.80% on NAV; Class P (Wholesale): 1.25% on NAV",
|
||||
{"entities": [[29, 34, "MANAGMENTGEBÜHREN"], [64, 69, "MANAGMENTGEBÜHREN"], [99, 104, "MANAGMENTGEBÜHREN"]]},
|
||||
),
|
||||
(
|
||||
"Risk profile: favour core > © at least and core+ assets with a targeted N 2 n allocation to value add assets to enhance returns",
|
||||
{"entities": [[21, 25, "RISIKOPROFIL"], [43, 48, "RISIKOPROFIL"]]},
|
||||
),
|
||||
(
|
||||
"The Netherlands (38 assets) = Germany (9 assets) 10 largest Country assets split France (8 assets)",
|
||||
{"entities": [[0, 15, "LÄNDERALLOKATION"], [30, 37, "LÄNDERALLOKATION"], [81, 87, "LÄNDERALLOKATION"]]},
|
||||
),
|
||||
(
|
||||
"Expected IRR 10.9%",
|
||||
{"entities": [[13, 18, "ZIELRENDITE"]]},
|
||||
),
|
||||
(
|
||||
"Structure Open-end, perpetual life, Luxembourg domiciled Initial Target Size* €2 billion 6-8% total return,",
|
||||
{"entities": [[10, 18, "LAUFZEIT"], [89, 93, "RENDITE"]]},
|
||||
),
|
||||
(
|
||||
"Geographic Focus: UK, Ireland, Iberia, Nordics, Netherlands, Germany, France, Italy",
|
||||
{"entities": [[18, 83, "LÄNDERALLOKATION"]]},
|
||||
),
|
||||
(
|
||||
"IRR of 13-14%",
|
||||
{"entities": [[7, 13, "RENDITE"]]},
|
||||
),
|
||||
(
|
||||
"Value-add",
|
||||
{"entities": [[0, 9, "RISIKOPROFIL"]]},
|
||||
),
|
||||
(
|
||||
"Geographic allocation NORDICS UNITED KINGDOM GERMANY FRANCE PORTUGAL BENELUX",
|
||||
{"entities": [[22, 76, "LÄNDERALLOKATION"]]},
|
||||
),
|
||||
(
|
||||
"Strong track record delivering a 17% net IRR, 1.7x net multiple across all divested assets (both discretionary and non-discretionary mandates)",
|
||||
{"entities": [[33, 36, "RENDITE"]]},
|
||||
),
|
||||
(
|
||||
"Targeting a 7-8% net annual return and a 3-4% dividend yield, reflecting a target LTV of 35% (capped at 37.5%)",
|
||||
{"entities": [[12, 16, "RENDITE"]]},
|
||||
),
|
||||
(
|
||||
"Sweden Norway Denmark Finland",
|
||||
{"entities": [[0, 29, "LÄNDERALLOKATION"]]},
|
||||
),
|
||||
(
|
||||
"Logistics Residential Office Other",
|
||||
{"entities": [[0, 34, "SEKTORENALLOKATION"]]},
|
||||
),
|
||||
(
|
||||
"Fund Term Open-ended with an initial 24-month lock-in for new investors",
|
||||
{"entities": [[10, 20, "LAUFZEIT"]]},
|
||||
),
|
||||
(
|
||||
"Management fee of 85 bps on NAV.",
|
||||
{"entities": [[18, 24, "MANAGMENTGEBÜHREN"]]},
|
||||
),
|
||||
(
|
||||
"Core/Core+ strategy, with tactical exposure to development projects aiming at enhancing the quality of the portfolio over time",
|
||||
{"entities": [[0, 10, "RISIKOPROFIL"]]},
|
||||
),
|
||||
(
|
||||
"Fund term: Open-ended",
|
||||
{"entities": [[11, 21, "LAUFZEIT"]]},
|
||||
),
|
||||
(
|
||||
"Return targets: The fund targets a net internal rate of return (IRR) of 8% and a net annual income yield of 5% with planned quarterly distributions’.",
|
||||
{"entities": [[72, 74, "RENDITE"]]},
|
||||
),
|
||||
(
|
||||
"Geographic scope: The fund has a broad mandate to invest in commercial and residential real estate across Sweden, Denmark, Finland, and Norway. 50% LTV Asset selection: Heirs to acquire high-quality, income-generating properties in major Nordic cities and enhance their value through active asset management. Portfolio construction: The goal is to build diversified portfolios that are appealing to core buyers upon exit.",
|
||||
{"entities": [[106, 142, "LÄNDERALLOKATION"]]},
|
||||
),
|
||||
(
|
||||
"Experience: Since 2012, | | has demonstrated its capability to build diversified and resilient portfolios for its core-plus funds. German Real Estate Quota advantage . Local expertise: extensive local relationships and proprietary deal flow in key Nordic markets provide a strategic advantage.",
|
||||
{"entities": [[114, 123, "RISIKOPROFIL"]]},
|
||||
),
|
||||
(
|
||||
"Target returns: 8% net IRR with 5% net annual income yield! * Geographic focus: Sweden, Denmark, Norway and Finland « Target leverage: 50% LTV (excluding short-term borrowing) « Sector exposure: office, logistics, public properties, retail (focused on grocery anchored and necessity driven retail) and residentials « Investment focus: high quality properties,",
|
||||
{"entities": [[16, 18, "RENDITE"], [80, 115, "LÄNDERALLOKATION"], [195, 239, "SEKTORENALLOKATION"]]},
|
||||
),
|
||||
(
|
||||
"The Fund 2 xemoours common limited partnership (SCS) (SICAV-RAIF) Investment Objective To pursue investments in commercial and residential properties throughout the Nordic Region Fund Target Size €300 million (equity) Return Targets Target net IRR of 8%, target net annual income yield of 5%",
|
||||
{"entities": [[251, 253, "RENDITE"]]},
|
||||
)
|
||||
|
||||
]
|
||||
|
||||
|
||||
|
|
|
|||
|
|
@ -1,5 +1,8 @@
|
|||
import os
|
||||
from pathlib import Path
|
||||
|
||||
import spacy
|
||||
from spacy.cli.train import train
|
||||
|
||||
from spacy.tokens import DocBin
|
||||
|
||||
|
|
@ -29,3 +32,9 @@ for text, annot in tqdm(TRAINING_DATA):
|
|||
# save the DocBin object
|
||||
os.makedirs("./data", exist_ok=True)
|
||||
db.to_disk("./data/train.spacy")
|
||||
|
||||
config_path = Path("config.cfg")
|
||||
output_path = Path("output")
|
||||
|
||||
print("Starte Training...")
|
||||
train(config_path, output_path)
|
||||
|
|
|
|||
Loading…
Reference in New Issue