cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.7910/dvn/pgaiqy/nk09kn
title: geoBoundaries-2_0_0-SAU-ADM1-shp.zip

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DOI: 10.7910/dvn/pgaiqy/r3vwqe
title: geoBoundaries-2_0_0-SEN-ADM3-shp.zip

description: :unav
DOI: 10.7910/dvn/pgaiqy/rvlrlr
title: geoBoundaries-2_0_0-SEN-ADM1.geojson

description: :unav
DOI: 10.7910/dvn/pgaiqy/sngkmv
title: geoBoundaries-2_0_0-VNM-ADM1-all.zip

description: :unav
DOI: 10.7910/dvn/pgaiqy/unzxue
title: geoBoundaries-2_0_0-VNM-ADM2-shp.zip

description: :unav
DOI: 10.7910/dvn/pgaiqy/xasjwp
title: geoBoundaries-2_0_0-VUT-ADM3-all.zip

description: :unav
DOI: 10.7910/dvn/pgaiqy/yjqhhv
title: geoBoundaries-2_0_0-LTU-ADM2-metaData.txt

description: :unav
DOI: 10.7910/dvn/pgaiqy/znxehj
title: geoBoundaries-2_0_0-VNM-ADM1-metaData.json

description: :unav
DOI: 10.7910/dvn/pgaiqy/4ss17p
title: geoBoundaries-2_0_0-VUT-ADM0-shp.zip

description: :unav
DOI: 10.7910/dvn/pgaiqy/7we3dw
title: geoBoundaries-2_0_0-SGP-ADM1-metaData.txt

description: :unav
DOI: 10.7910/dvn/pgaiqy/ddnnel
title: geoBoundaries-2_0_0-SDN-ADM0-metaData.txt

description: :unav
DOI: 10.7910/dvn/pgaiqy/dvckrf
title: geoBoundaries-2_0_0-VNM-ADM0-shp.zip

description: :unav
DOI: 10.7910/dvn/pgaiqy/g1ggul
title: geoBoundaries-2_0_0-MAR-ADM2-metaData.json

description: :unav
DOI: 10.7910/dvn/pgaiqy/hxgey6
title: geoBoundaries-2_0_0-RWA-ADM4-shp.zip

description: :unav
DOI: 10.7910/dvn/pgaiqy/i715hy
title: geoBoundaries-2_0_0-RWA-ADM2-all.zip

description: :unav
DOI: 10.7910/dvn/pgaiqy/iszdrz
title: geoBoundaries-2_0_0-VUT-ADM3-shp.zip

description: :unav
DOI: 10.7910/dvn/pgaiqy/jj0eji
title: geoBoundaries-2_0_0-SEN-ADM2-all.zip

description: :unav
DOI: 10.7910/dvn/pgaiqy/kbdsim
title: geoBoundaries-2_0_0-XKX-ADM1-metaData.json

description: :unav
DOI: 10.7910/dvn/pgaiqy/kj067e
title: geoBoundaries-2_0_0-SEN-ADM1-shp.zip

description: :unav
DOI: 10.7910/dvn/pgaiqy/lhlbna
title: geoBoundaries-2_0_0-XKX-ADM0-shp.zip

description: :unav
DOI: 10.7910/dvn/pgaiqy/meysjn
title: geoBoundaries-2_0_0-SDN-ADM1-metaData.json

description: :unav
DOI: 10.7910/dvn/pgaiqy/nae2fz
title: geoBoundaries-2_0_0-LTU-ADM1-shp.zip

description: :unav
DOI: 10.7910/dvn/pgaiqy/osk3tt
title: geoBoundaries-2_0_0-XKX-ADM2.geojson

description: :unav
DOI: 10.7910/dvn/pgaiqy/plehbn
title: geoBoundaries-2_0_0-YEM-ADM2-all.zip

description: :unav
DOI: 10.7910/dvn/pgaiqy/szglww
title: geoBoundaries-2_0_0-LUX-ADM2-metaData.json

description: :unav
DOI: 10.7910/dvn/pgaiqy/ucjrck
title: geoBoundaries-2_0_0-MDA-ADM0-metaData.txt

description: :unav
DOI: 10.7910/dvn/pgaiqy/upes5n
title: geoBoundaries-2_0_0-SGP-ADM2-metaData.txt

description: :unav
DOI: 10.7910/dvn/pgaiqy/vqdwrs
title: geoBoundaries-2_0_0-SAU-ADM1.geojson

description: :unav
DOI: 10.7910/dvn/pgaiqy/vyf2ip
title: geoBoundaries-2_0_0-LTU-ADM0.geojson

description: :unav
DOI: 10.7910/dvn/pgaiqy/y53qzb
title: geoBoundaries-2_0_0-VUT-ADM3-metaData.txt

description: :unav
DOI: 10.7910/dvn/pgaiqy/zqhllk
title: geoBoundaries-2_0_0-MDA-ADM0-all.zip

description: :unav
DOI: 10.7910/dvn/pgaiqy/zzsdhj
title: geoBoundaries-2_0_0-YEM-ADM1-metaData.json

description: :unav
DOI: 10.5281/zenodo.3611454
title: IO Islamic 533. Ta'rîkh-i-Shâh Shujâ'î, A History of the Life and Exploits of Shâhjahân's Second Son, Prince Muḥammad Shâh Shujâ'

description: IO Islamic 533. Ta’rîkh-i-Shâh Shujâ’î, A History of the Life and Exploits of Shâhjahân’s Second Son, Prince Muḥammad Shâh Shujâ’
DOI: 10.5281/zenodo.3611455
title: IO Islamic 533. Ta'rîkh-i-Shâh Shujâ'î, A History of the Life and Exploits of Shâhjahân's Second Son, Prince Muḥammad Shâh Shujâ'

description: IO Islamic 533. Ta’rîkh-i-Shâh Shujâ’î, A History of the Life and Exploits of Shâhjahân’s Second Son, Prince Muḥammad Shâh Shujâ’
DOI: 10.7910/dvn/pgaiqy/0rcpz3
title: geoBoundaries-2_0_0-VUT-ADM2-shp.zip

description: :unav
DOI: 10.7910/dvn/pgaiqy/4dc9kj
title: geoBoundaries-2_0_0-SEN-ADM2-metaData.txt

description: :unav
DOI: 10.7910/dvn/pgaiqy/6jzpko
title: geoBoundaries-2_0_0-SEN-ADM0-all.zip

description: :unav
DOI: 10.7910/dvn/pgaiqy/a5wxx4
title: geoBoundaries-2_0_0-MCO-ADM0.geojson

description: :unav
DOI: 10.7910/dvn/pgaiqy/icqkau
title: geoBoundaries-2_0_0-LUX-ADM3-metaData.txt

description: :unav
DOI: 10.7910/dvn/pgaiqy/jm8rf8
title: geoBoundaries-2_0_0-MAR-ADM2-shp.zip

description: :unav
DOI: 10.7910/dvn/pgaiqy/ke9yda
title: geoBoundaries-2_0_0-SEN-ADM0-metaData.txt

description: :unav
DOI: 10.7910/dvn/pgaiqy/kf9m9j
title: geoBoundaries-2_0_0-SEN-ADM1-metaData.txt

description: :unav
DOI: 10.7910/dvn/pgaiqy/kje1gs
title: geoBoundaries-2_0_0-LUX-ADM2-shp.zip

description: :unav
DOI: 10.7910/dvn/pgaiqy/nw8dyu
title: geoBoundaries-2_0_0-VNM-ADM0-metaData.json

description: :unav
DOI: 10.7910/dvn/pgaiqy/on7iqx
title: geoBoundaries-2_0_0-SDN-ADM0-shp.zip

description: :unav
DOI: 10.7910/dvn/pgaiqy/p8eruw
title: geoBoundaries-2_0_0-WSM-ADM0-metaData.json

description: :unav
DOI: 10.7910/dvn/pgaiqy/ppwrhz
title: geoBoundaries-2_0_0-SAU-ADM0-all.zip

description: :unav
DOI: 10.7910/dvn/pgaiqy/r1bnl5
title: geoBoundaries-2_0_0-VNM-ADM2-all.zip

description: :unav
DOI: 10.7910/dvn/pgaiqy/ru1ll4
title: geoBoundaries-2_0_0-RWA-ADM0.geojson

description: :unav
DOI: 10.7910/dvn/pgaiqy/tauihk
title: geoBoundaries-2_0_0-MCO-ADM2.geojson

description: :unav
DOI: 10.7910/dvn/pgaiqy/trbvfj
title: geoBoundaries-2_0_0-LSO-ADM1-metaData.txt

description: :unav
DOI: 10.7910/dvn/pgaiqy/txropi
title: geoBoundaries-2_0_0-YEM-ADM2-shp.zip

description: :unav
DOI: 10.7910/dvn/pgaiqy/uhvffx
title: geoBoundaries-2_0_0-VUT-ADM0-all.zip

description: :unav
DOI: 10.7910/dvn/pgaiqy/ujd58m
title: geoBoundaries-2_0_0-WSM-ADM0-metaData.txt

description: :unav
DOI: 10.7910/dvn/pgaiqy/zvr55a
title: geoBoundaries-2_0_0-YEM-ADM1.geojson

description: :unav
DOI: 10.5281/zenodo.3601251
title: PsPM-FSS6B: SCR and PSR measurements in a delay fear conditioning task with somatosensory CS and electrical US

description: This dataset includes skin conductance response (SCR) and pupil size response (PSR) measurements. Also included are CS and US information, keypress responses, keypress response times and key correctness for each of 18 healthy unmedicated participants (10 males and 8 females aged 25.7+/-5.0 years) participating in a classical (Pavlovian) discriminant delay fear conditioning task. Simple and complex CS are delivered to the intermediate phalanges of the index and middle fingers of the non-dominant hand. Simple stimuli are stimulations to either index or middle finger, complex stimuli are stimulations of different temporal structure to both index and middle fingers. CS intensity is set to a perceivable but not unpleasant level. US is a train of electric square pulses delivered with a constant current stimulator (Digitimer DS7A, Digitimer, Welwyn Garden City, UK) on participants' dominant forearm through a pin-cathode/ring-anode configuration. SOA between the CS and US is 3.5 s. The ITI is randomly determined on each trial to be 7, 9, or 11 s.
DOI: 10.7910/dvn/pgaiqy/2hmwc1
title: geoBoundaries-2_0_0-SDN-ADM0-all.zip

description: :unav
DOI: 10.7910/dvn/pgaiqy/2mbrwb
title: geoBoundaries-2_0_0-SEN-ADM0-shp.zip

description: :unav
DOI: 10.7910/dvn/pgaiqy/b1arzm
title: geoBoundaries-2_0_0-LTU-ADM2-metaData.json

description: :unav
DOI: 10.7910/dvn/pgaiqy/bdbuco
title: geoBoundaries-2_0_0-VNM-ADM0-metaData.txt

description: :unav
DOI: 10.7910/dvn/pgaiqy/fb9mtg
title: geoBoundaries-2_0_0-SAU-ADM1-metaData.json

description: :unav
DOI: 10.7910/dvn/pgaiqy/fxnvyo
title: geoBoundaries-2_0_0-MCO-ADM2-metaData.txt

description: :unav
DOI: 10.7910/dvn/pgaiqy/k2owsu
title: geoBoundaries-2_0_0-MCO-ADM0-metaData.txt

description: :unav
DOI: 10.7910/dvn/pgaiqy/kp0j79
title: geoBoundaries-2_0_0-MCO-ADM1-metaData.txt

description: :unav
DOI: 10.7910/dvn/pgaiqy/mfvp3q
title: geoBoundaries-2_0_0-SDN-ADM1-metaData.txt

description: :unav
DOI: 10.7910/dvn/pgaiqy/mxqmr6
title: geoBoundaries-2_0_0-VUT-ADM2-metaData.json

description: :unav
DOI: 10.7910/dvn/pgaiqy/n78cn6
title: geoBoundaries-2_0_0-VUT-ADM1.geojson

description: :unav
DOI: 10.7910/dvn/pgaiqy/nfbhcb
title: geoBoundaries-2_0_0-RWA-ADM3-shp.zip

description: :unav
DOI: 10.7910/dvn/pgaiqy/o0xsuf
title: geoBoundaries-2_0_0-LVA-ADM0-shp.zip

description: :unav
DOI: 10.7910/dvn/pgaiqy/ocjhhy
title: geoBoundaries-2_0_0-VNM-ADM1.geojson

description: :unav
DOI: 10.7910/dvn/pgaiqy/syqgtr
title: geoBoundaries-2_0_0-RWA-ADM1-metaData.json

description: :unav
DOI: 10.7910/dvn/pgaiqy/tmujgf
title: geoBoundaries-2_0_0-MAR-ADM1.geojson

description: :unav
DOI: 10.7910/dvn/pgaiqy/udajow
title: geoBoundaries-2_0_0-WSM-ADM0.geojson

description: :unav
DOI: 10.7910/dvn/pgaiqy/wkhped
title: geoBoundaries-2_0_0-SGP-ADM0-shp.zip

description: :unav
DOI: 10.7910/dvn/pgaiqy/wmebii
title: geoBoundaries-2_0_0-MAR-ADM0-all.zip

description: :unav
DOI: 10.7910/dvn/pgaiqy/y7mqvm
title: geoBoundaries-2_0_0-SEN-ADM3.geojson

description: :unav
DOI: 10.7910/dvn/pgaiqy/0hest4
title: geoBoundaries-2_0_0-SEN-ADM1-metaData.json

description: :unav
DOI: 10.7910/dvn/pgaiqy/6sb0fo
title: geoBoundaries-2_0_0-SDN-ADM2-metaData.txt

description: :unav
DOI: 10.7910/dvn/pgaiqy/7sh4w4
title: geoBoundaries-2_0_0-VUT-ADM1-shp.zip

description: :unav
DOI: 10.7910/dvn/pgaiqy/bywty0
title: geoBoundaries-2_0_0-MDA-ADM1-metaData.json

description: :unav
DOI: 10.7910/dvn/pgaiqy/cbwske
title: geoBoundaries-2_0_0-LTU-ADM3-metaData.txt

description: :unav
DOI: 10.7910/dvn/pgaiqy/ijhhpg
title: geoBoundaries-2_0_0-SEN-ADM0.geojson

description: :unav
DOI: 10.7910/dvn/pgaiqy/jf05es
title: geoBoundaries-2_0_0-SAU-ADM0-metaData.txt

description: :unav
DOI: 10.7910/dvn/pgaiqy/jyxzdf
title: geoBoundaries-2_0_0-ZAF-ADM1-metaData.txt

description: :unav
DOI: 10.7910/dvn/pgaiqy/koxov3
title: geoBoundaries-2_0_0-LSO-ADM0.geojson

description: :unav
DOI: 10.7910/dvn/pgaiqy/oaanvv
title: geoBoundaries-2_0_0-SEN-ADM2-shp.zip

description: :unav
DOI: 10.7910/dvn/pgaiqy/ogelfy
title: geoBoundaries-2_0_0-ZAF-ADM4-metaData.json

description: :unav
DOI: 10.7910/dvn/pgaiqy/p1jdqr
title: geoBoundaries-2_0_0-RWA-ADM4-metaData.txt

description: :unav
DOI: 10.7910/dvn/pgaiqy/qmdqtm
title: geoBoundaries-2_0_0-RWA-ADM3.geojson

description: :unav
DOI: 10.7910/dvn/pgaiqy/tjyoxg
title: geoBoundaries-2_0_0-ZAF-ADM2.geojson

description: :unav
DOI: 10.7910/dvn/pgaiqy/vczqmr
title: geoBoundaries-2_0_0-MCO-ADM0-metaData.json

description: :unav
DOI: 10.7910/dvn/pgaiqy/x1fspl
title: geoBoundaries-2_0_0-MDA-ADM1-all.zip

description: :unav
DOI: 10.7910/dvn/pgaiqy/y5qqay
title: geoBoundaries-2_0_0-ZMB-ADM2-metaData.json

description: :unav
DOI: 10.7910/dvn/pgaiqy/zmn2yx
title: geoBoundaries-2_0_0-MAR-ADM1-metaData.txt

description: :unav
DOI: 10.7910/dvn/pgaiqy/60xxmg
title: geoBoundaries-2_0_0-ZWE-ADM2-metaData.json

description: :unav
DOI: 10.7910/dvn/pgaiqy/6eg78m
title: geoBoundaries-2_0_0-LUX-ADM1-shp.zip

description: :unav
DOI: 10.7910/dvn/pgaiqy/7glyik
title: geoBoundaries-2_0_0-ZWE-ADM1-metaData.txt

description: :unav
DOI: 10.7910/dvn/pgaiqy/9vxjnl
title: geoBoundaries-2_0_0-LUX-ADM0-all.zip

description: :unav
DOI: 10.7910/dvn/pgaiqy/dr5fbc
title: geoBoundaries-2_0_0-SAU-ADM0-shp.zip

description: :unav
DOI: 10.7910/dvn/pgaiqy/drydov
title: geoBoundaries-2_0_0-SDN-ADM1.geojson

description: :unav
DOI: 10.7910/dvn/pgaiqy/eecppj
title: geoBoundaries-2_0_0-SDN-ADM1-all.zip

description: :unav
DOI: 10.7910/dvn/pgaiqy/fpxk31
title: geoBoundaries-2_0_0-SGP-ADM0-metaData.txt

description: :unav
DOI: 10.7910/dvn/pgaiqy/fuluqk
title: geoBoundaries-2_0_0-ZWE-ADM1.geojson

description: :unav
DOI: 10.7910/dvn/pgaiqy/godhdz
title: geoBoundaries-2_0_0-SGP-ADM1-all.zip

description: :unav
DOI: 10.7910/dvn/pgaiqy/gw525d
title: geoBoundaries-2_0_0-LSO-ADM0-metaData.json

description: :unav
DOI: 10.7910/dvn/pgaiqy/hid1dj
title: geoBoundaries-2_0_0-LVA-ADM1-all.zip

description: :unav
DOI: 10.7910/dvn/pgaiqy/mpdwgz
title: geoBoundaries-2_0_0-SDN-ADM0.geojson

description: :unav
DOI: 10.7910/dvn/pgaiqy/n0bhab
title: geoBoundaries-2_0_0-LUX-ADM2-all.zip

description: :unav
DOI: 10.7910/dvn/pgaiqy/pf8avz
title: geoBoundaries-2_0_0-ZAF-ADM3-metaData.json

description: :unav
DOI: 10.7910/dvn/pgaiqy/ph2c7u
title: geoBoundaries-2_0_0-ZAF-ADM1.geojson

description: :unav
DOI: 10.7910/dvn/pgaiqy/rvaqjz
title: geoBoundaries-2_0_0-SDN-ADM2-metaData.json

description: :unav
DOI: 10.7910/dvn/pgaiqy/sas4bm
title: geoBoundaries-2_0_0-SEN-ADM3-metaData.json

description: :unav
DOI: 10.7910/dvn/pgaiqy/wqjpmi
title: geoBoundaries-2_0_0-SAU-ADM1-all.zip

description: :unav
DOI: 10.7910/dvn/pgaiqy/wqwn0a
title: geoBoundaries-2_0_0-LUX-ADM2.geojson

description: :unav
DOI: 10.7910/dvn/pgaiqy/xlbqok
title: geoBoundaries-2_0_0-ZMB-ADM0-shp.zip

description: :unav
DOI: 10.7910/dvn/pgaiqy/y8ukl7
title: geoBoundaries-2_0_0-MDA-ADM1.geojson

description: :unav
DOI: 10.5281/zenodo.3611460
title: weecology/portalPredictions 2020-01-17

description: Using various models to forecast abundances at Portal
DOI: 10.7910/dvn/pgaiqy/0gvoob
title: geoBoundaries-2_0_0-LTU-ADM0-shp.zip

description: :unav
DOI: 10.7910/dvn/pgaiqy/23skqf
title: geoBoundaries-2_0_0-ZWE-ADM0-shp.zip

description: :unav
DOI: 10.7910/dvn/pgaiqy/4mdbc5
title: geoBoundaries-2_0_0-SLV-ADM2-all.zip

description: :unav
DOI: 10.7910/dvn/pgaiqy/akgfiu
title: geoBoundaries-2_0_0-ZMB-ADM0.geojson

description: :unav
DOI: 10.7910/dvn/pgaiqy/cdvfac
title: geoBoundaries-2_0_0-LUX-ADM3-metaData.json

description: :unav
DOI: 10.7910/dvn/pgaiqy/civpgb
title: geoBoundaries-2_0_0-SDN-ADM0-metaData.json

description: :unav
DOI: 10.7910/dvn/pgaiqy/dstljd
title: geoBoundaries-2_0_0-MAR-ADM1-all.zip

description: :unav
DOI: 10.7910/dvn/pgaiqy/hnzwzd
title: geoBoundaries-2_0_0-SLV-ADM1-all.zip

description: :unav
DOI: 10.7910/dvn/pgaiqy/jebzhh
title: geoBoundaries-2_0_0-SAU-ADM0.geojson

description: :unav
DOI: 10.7910/dvn/pgaiqy/jh0lli
title: geoBoundaries-2_0_0-LUX-ADM0.geojson

description: :unav
DOI: 10.7910/dvn/pgaiqy/jvyimz
title: geoBoundaries-2_0_0-SLE-ADM3-shp.zip

description: :unav
DOI: 10.7910/dvn/pgaiqy/jzz66p
title: geoBoundaries-2_0_0-RWA-ADM3-metaData.txt

description: :unav
DOI: 10.7910/dvn/pgaiqy/mlfryp
title: geoBoundaries-2_0_0-ZAF-ADM3.geojson

description: :unav
DOI: 10.7910/dvn/pgaiqy/mwf7li
title: geoBoundaries-2_0_0-ZMB-ADM0-all.zip

description: :unav
DOI: 10.7910/dvn/pgaiqy/nmhed2
title: geoBoundaries-2_0_0-LSO-ADM0-shp.zip

description: :unav
DOI: 10.7910/dvn/pgaiqy/ojex4d
title: geoBoundaries-2_0_0-SLE-ADM3-metaData.txt

description: :unav
DOI: 10.7910/dvn/pgaiqy/onidd7
title: geoBoundaries-2_0_0-LTU-ADM1-metaData.json

description: :unav
DOI: 10.7910/dvn/pgaiqy/r6qigu
title: geoBoundaries-2_0_0-SLB-ADM4-metaData.txt

description: :unav
DOI: 10.7910/dvn/pgaiqy/xd6dfl
title: geoBoundaries-2_0_0-SGP-ADM2.geojson

description: :unav
DOI: 10.7910/dvn/pgaiqy/ydqq4k
title: geoBoundaries-2_0_0-MAR-ADM2-all.zip

description: :unav
DOI: 10.7910/dvn/pgaiqy/yroszg
title: geoBoundaries-2_0_0-ZAF-ADM3-metaData.txt

description: :unav
DOI: 10.5281/zenodo.3611461
title: weecology/forecasts 2020-01-17

description: Archived forecasts for future analysis
DOI: 10.7910/dvn/pgaiqy/5xkqna
title: geoBoundaries-2_0_0-SLE-ADM4-metaData.txt

description: :unav
DOI: 10.7910/dvn/pgaiqy/6oon6y
title: geoBoundaries-2_0_0-SLB-ADM3-shp.zip

description: :unav
DOI: 10.7910/dvn/pgaiqy/8nay6z
title: geoBoundaries-2_0_0-ZWE-ADM0-metaData.txt

description: :unav
DOI: 10.7910/dvn/pgaiqy/bvn6m9
title: geoBoundaries-2_0_0-ZAF-ADM3-all.zip

description: :unav
DOI: 10.7910/dvn/pgaiqy/ctalpx
title: geoBoundaries-2_0_0-SLV-ADM2.geojson

description: :unav
DOI: 10.7910/dvn/pgaiqy/dibsq8
title: geoBoundaries-2_0_0-ZMB-ADM1-metaData.txt

description: :unav
DOI: 10.7910/dvn/pgaiqy/dmxbzk
title: geoBoundaries-2_0_0-LVA-ADM0-metaData.txt

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DOI: 10.7910/dvn/pgaiqy/ejsseo
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DOI: 10.5281/zenodo.3611424
title: Molecular datasets from "SMILES-Based Deep Generative Scaffold Decorator for De-Novo Drug Design"

description: Herein find the molecular datasets from "SMILES-Based Deep Generative Scaffold Decorator for De-Novo Drug Design". These were generated with SMILES-based scaffold decorator generative models trained with two training sets (DRD2 and ChEMBL). These generative models require a partially-built molecule (scaffold) as input and output several possible completions for each scaffold. Each dataset corresponds to a model trained with the ChEMBL or DRD2 sets, wither multi-step (ms) or single-step (ss) and the provenance of the scaffolds (validation set, or non-dataset). The molecules generated are annotated with a set of descriptors. The DRD2 datasets have the predicted probability of each molecule to be active on DRD2 (p) obtained from a Random Forest model. The ChEMBL model's descriptors are related to the synthesizability of the molecules (see manuscript). Also, the datasets decorated from validation set scaffolds are annotated whether they are part of the validation set (in_validation).
description: Changed datasets to revised version.
DOI: 10.7910/dvn/pgaiqy/0hqeac
title: geoBoundaries-2_0_0-SLV-ADM2-metaData.txt

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DOI: 10.7910/dvn/pgaiqy/6c9enl
title: geoBoundaries-2_0_0-LVA-ADM1.geojson

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DOI: 10.7910/dvn/pgaiqy/aduv0k
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DOI: 10.7910/dvn/pgaiqy/dfuprq
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DOI: 10.7910/dvn/pgaiqy/ff5ri7
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DOI: 10.7910/dvn/pgaiqy/nbjgzx
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DOI: 10.7910/dvn/pgaiqy/ozdwbc
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DOI: 10.7910/dvn/pgaiqy/swgajo
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DOI: 10.7910/dvn/pgaiqy/syng96
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DOI: 10.7910/dvn/pgaiqy/vxk06g
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DOI: 10.7910/dvn/pgaiqy/xfnsao
title: geoBoundaries-2_0_0-LVA-ADM0.geojson

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DOI: 10.7910/dvn/pgaiqy/xqcpw8
title: geoBoundaries-2_0_0-SLB-ADM4.geojson

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DOI: 10.7910/dvn/pgaiqy/yyttlq
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DOI: 10.5281/zenodo.3611425
title: Molecular datasets from "SMILES-Based Deep Generative Scaffold Decorator for De-Novo Drug Design"

description: Herein find the molecular datasets from "SMILES-Based Deep Generative Scaffold Decorator for De-Novo Drug Design". These were generated with SMILES-based scaffold decorator generative models trained with two training sets (DRD2 and ChEMBL). These generative models require a partially-built molecule (scaffold) as input and output several possible completions for each scaffold. Each dataset corresponds to a model trained with the ChEMBL or DRD2 sets, wither multi-step (ms) or single-step (ss) and the provenance of the scaffolds (validation set, or non-dataset). The molecules generated are annotated with a set of descriptors. The DRD2 datasets have the predicted probability of each molecule to be active on DRD2 (p) obtained from a Random Forest model. The ChEMBL model's descriptors are related to the synthesizability of the molecules (see manuscript). Also, the datasets decorated from validation set scaffolds are annotated whether they are part of the validation set (in_validation).
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title: geoBoundaries-2_0_0-ZWE-ADM1-metaData.json

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DOI: 10.7910/dvn/pgaiqy/7j3gid
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DOI: 10.7910/dvn/pgaiqy/7pxmk9
title: geoBoundaries-2_0_0-MEX-ADM1-metaData.txt

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