An ESA implementation in python.

Navigation

Verified details

These details have been verified by PyPI
Maintainers
Avatar for yamenajjour from gravatar.com yamenajjour

Unverified details

These details have not been verified by PyPI
Project links
Meta
Classifiers
Report project as malware

Project description

Get the required resources

scp -r webis@webislab40.medien.uni-weimar.de:/home/weci2587/projects/args-topic-modeling/resources .

To run the ESA-script with all terms run:

For normal ESA:

./esa-all-terms.py  --similarity cos
                    --matrix-path <path_to_resources>/resources/esa-plain/<debatepedia|strategic-intelligence|wikipedia>.mat
                    --model-path <path_to_resources>/resources/esa-w2v/GoogleNews-vectors-negative300.bin
                    --model-vocab <path_to_resources>/resources/esa-w2v/w2v-vocab.p
                    --input-path <path_to_input_file>
                    --output-path <path_to_output_file>

For word2vec-ESA:

./esa-all-terms.py  --similarity max
                    --matrix-path <path_to_resources>/resources/esa-w2v/<debatepedia|strategic-intelligence|wikipedia>.mat
                    --model-path <path_to_resources>/resources/esa-w2v/GoogleNews-vectors-negative300.bin
                    --model-vocab <path_to_resources>/resources/esa-w2v/w2v-vocab.p
                    --input-path <path_to_input_file>
                    --output-path <path_to_output_file>

To run the word2vec-ESA with reduced terms run:

./esa-top-n-terms.py    -n <number_of_terms> 
                        --corpus-path <path_to_resources>/resources/corpora/<debatepedia|strategic-intelligence|wikipedia>.csv
                        --model-path <path_to_resources>/resources/esa-w2v/GoogleNews-vectors-negative300.bin
                        --model-vocab <path_to_resources>/resources/esa-w2v/w2v-vocab.p
                        --input-path <path_to_input_file>
                        --output-path <path_to_output_file>

The input document must be a csv file with "|" as the separator and must contain the column "document", which is used as the input text for the ESA.

Project details

Verified details

These details have been verified by PyPI
Maintainers
Avatar for yamenajjour from gravatar.com yamenajjour

Unverified details

These details have not been verified by PyPI
Project links
Meta
Classifiers

Release history Release notifications | RSS feed

This version

3.11.112

3.11.110

3.11.109

3.11.108

3.11.107

3.11.106

3.11.103

3.11.102

3.11.101

3.11.100

3.11.99

3.11.98

3.11.97

3.11.91

3.11.90

3.11.88

3.11.86

3.11.85

3.11.84

3.11.83

3.11.81

3.11.80

3.11.77

3.11.76

3.11.75

3.11.71

3.11.70

3.11.69

3.11.67

3.11.65

3.11.64

3.11.63

3.11.62

3.11.56

3.11.55

3.11.54

3.11.53

3.11.52

3.11.51

3.11.50

3.11.49

3.11.48

3.11.47

3.11.44

3.11.43

3.11.42

3.11.40

3.11.39

3.11.38

3.11.37

3.11.36

3.11.35

3.11.33

3.11.32

3.11.31

3.11.29

3.11.28

3.11.27

3.11.26

3.11.25

3.11.15

3.11.14

3.11.13

3.11.12

3.11.11

3.0.31

3.0.30

3.0.29

3.0.27

3.0.26

3.0.25

3.0.24

3.0.23

3.0.22

3.0.21

3.0.20

3.0.19

3.0.18

3.0.17

3.0.16

3.0.14

3.0.10

3.0.9

3.0.8

3.0.6

3.0.5

3.0.3

3.0.2

3.0.1

3.0.0

0.2.180

0.2.179

0.2.178

0.2.177

0.2.176

0.2.175

0.2.174

0.2.173

0.2.172

0.2.171

0.2.170

0.2.169

0.2.168

0.2.167

0.2.166

0.2.165

0.2.164

0.2.163

0.2.162

0.2.161

0.2.160

0.2.159

0.2.158

0.2.157

0.2.156

0.2.155

0.2.153

0.2.152

0.2.151

0.2.150

0.2.148

0.2.147

0.2.146

0.2.145

0.2.144

0.2.143

0.2.142

0.2.141

0.2.140

0.2.139

0.2.138

0.2.137

0.2.136

0.2.135

0.2.134

0.2.133

0.2.132

0.2.131

0.2.130

0.2.129

0.2.128

0.2.127

0.2.126

0.2.125

0.2.124

0.2.123

0.2.122

0.2.121

0.2.120

0.2.119

0.2.118

0.2.117

0.2.116

0.2.115

0.2.114

0.2.113

0.2.112

0.2.111

0.2.110

0.2.109

0.2.108

0.2.107

0.2.106

0.2.105

0.2.104

0.2.103

0.2.102

0.2.101

0.2.100

0.2.99

0.2.98

0.2.96

0.2.95

0.2.94

0.2.92

0.2.91

0.2.88

0.2.87

0.2.86

0.2.85

0.2.84

0.2.83

0.2.82

0.2.81

0.2.80

0.2.79

0.2.78

0.2.77

0.2.74

0.2.72

0.2.71

0.2.69

0.2.68

0.2.67

0.2.66

0.2.65

0.2.64

0.2.63

0.2.61

0.2.60

0.2.59

0.2.58

0.2.57

0.2.56

0.2.55

0.2.53

0.2.52

0.2.51

0.2.50

0.2.49

0.2.48

0.2.46

0.2.44

0.2.42

0.2.40

0.2.39

0.2.38

0.2.37

0.2.0

0.1.9

0.1.8

0.1.7

0.1.6

0.1.5

0.1.4

0.1.3

0.1.2

0.1.1

0.1

0.0.9

0.0.8

0.0.7

0.0.6

0.0.5

0.0.4

0.0.3

0.0.2

Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

argument_esa_model-3.11.112.linux-x86_64.tar.gz (14.8 kB view details)

Uploaded Source

Built Distribution

If you're not sure about the file name format, learn more about wheel file names.

argument_esa_model-3.11.112-py3-none-any.whl (10.8 kB view details)

Uploaded Python 3

File details

Details for the file argument_esa_model-3.11.112.linux-x86_64.tar.gz.

File metadata

  • Download URL: argument_esa_model-3.11.112.linux-x86_64.tar.gz
  • Upload date:
  • Size: 14.8 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.1.1 pkginfo/1.5.0.1 requests/2.22.0 setuptools/49.2.0 requests-toolbelt/0.9.1 tqdm/4.51.0 CPython/3.6.9

File hashes

Hashes for argument_esa_model-3.11.112.linux-x86_64.tar.gz
Algorithm Hash digest
SHA256 8a071ea4077471ca42f34324528827991fbbf2e1c2be42206027b3b23dc02200
MD5 6c1e56c8c1495f3e0a1718c9601843e0
BLAKE2b-256 85c84fc090bc1b235a0b08e8e7c5f61ede22688f374d875f24e75f639f776b2d

See more details on using hashes here.

File details

Details for the file argument_esa_model-3.11.112-py3-none-any.whl.

File metadata

  • Download URL: argument_esa_model-3.11.112-py3-none-any.whl
  • Upload date:
  • Size: 10.8 kB
  • Tags: Python 3
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.1.1 pkginfo/1.5.0.1 requests/2.22.0 setuptools/49.2.0 requests-toolbelt/0.9.1 tqdm/4.51.0 CPython/3.6.9

File hashes

Hashes for argument_esa_model-3.11.112-py3-none-any.whl
Algorithm Hash digest
SHA256 24b1855378b6ab9732c02500c8f8709bf653fa6c2144112ef281f2ecf9b5d236
MD5 dd371802d7fd0357288b32abcb0c4d0d
BLAKE2b-256 c7524025a289067d4550da28a38b1965b299d0fa7f6b4d0f0b92be6b0d57ffc1

See more details on using hashes here.

Supported by

AWS Cloud computing and Security Sponsor Datadog Monitoring Depot Continuous Integration Fastly CDN Google Download Analytics Pingdom Monitoring Sentry Error logging StatusPage Status page