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GitHub / IBM / FfDL

Fabric for Deep Learning (FfDL, pronounced fiddle) is a Deep Learning Platform offering TensorFlow, Caffe, PyTorch etc. as a Service on Kubernetes

JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/IBM%2FFfDL

Stars: 687
Forks: 185
Open Issues: 42

License: apache-2.0
Language: Go
Repo Size: 25.9 MB
Dependencies: 1,233

Created: over 6 years ago
Updated: about 1 month ago
Last pushed: about 1 year ago
Last synced: about 1 month ago

Commit Stats

Commits: 91
Authors: 17
Mean commits per author: 5.35
Development Distribution Score: 0.593
More commit stats: https://commits.ecosyste.ms/hosts/GitHub/repositories/IBM/FfDL

Topics: ai, artificial-intelligence, caffe, deep-learning, deep-neural-networks, deeplearning, ibm-research-ai, jupyter, keras, kubernetes-cluster, machine-learning, ml, model, python, pytorch, storage, tensorflow, watson

Files

Readme

Dependencies

trainer/Dockerfile docker

dlaas-service-base ubuntu16.04 build

etc/dlaas-service-base/build/grpc-health-checker/glide.yaml go

metrics/log_collectors/simple_log_collector/Dockerfile docker

ubuntu 16.04 build

metrics/log_collectors/tensorboard/Dockerfile docker

tensorflow/tensorflow 1.5.0-py3 build

restapi/Dockerfile docker

dlaas-service-base ubuntu16.04 build

glide.yaml go

github.com/IBM-Bluemix/bluemix-cli-sdk *
github.com/alecthomas/units *
github.com/aws/aws-sdk-go ~1.10.9
github.com/cenkalti/backoff ~1.0.0
github.com/coreos/etcd v3.2.1
github.com/emicklei/go-restful v1.2
github.com/go-kit/kit v0.5.0
github.com/go-logfmt/logfmt v0.3.0
github.com/golang/protobuf *
github.com/grpc-ecosystem/go-grpc-prometheus ^1.1.0
github.com/prometheus/client_golang v0.8.0
github.com/sirupsen/logrus ~1.0.2
github.com/sony/gobreaker *
github.com/spf13/viper *
github.com/urfave/cli ^1.19.1
github.com/ventu-io/go-shortid ~1.0.0
golang.org/x/crypto d6449816ce06963d9d136eee5a56fca5b0616e7e
golang.org/x/net *
google.golang.org/grpc ~1.4.2
gopkg.in/olivere/elastic.v5 *
k8s.io/api *
k8s.io/client-go v6.0.0

trainer/glide.yaml go

github.com/aws/aws-sdk-go ~1.10.9
github.com/go-kit/kit v0.5.0
github.com/golang/protobuf *
github.com/grpc-ecosystem/go-grpc-prometheus v1.1
github.com/ncw/swift *
github.com/nu7hatch/gouuid *
github.com/prometheus/client_golang v0.8.0
github.com/sirupsen/logrus ~1.0.2
github.com/spf13/viper *
github.com/ventu-io/go-shortid ~1.0
github.ibm.com/deep-learning-platform/dlaas-commons *
github.ibm.com/deep-learning-platform/dlaas-training-metrics-service *
golang.org/x/net *
google.golang.org/grpc ~1.4.2
gopkg.in/mgo.v2 *

dashboard/package.json npm

@angular/cli ^1.7.3 development
@angular/compiler-cli ^5.2.8 development
@angular/language-service ^5.2.8 development
@types/chart.js ^2.7.10 development
@types/jasmine ~2.5.53 development
@types/jasminewd2 ~2.0.2 development
@types/jquery ^3.3.1 development
@types/node ^6.0.102 development
codelyzer ~3.2.0 development
jasmine-core ~2.6.2 development
jasmine-spec-reporter ~4.1.0 development
karma ~1.7.0 development
karma-chrome-launcher ~2.1.1 development
karma-cli ~1.0.1 development
karma-coverage-istanbul-reporter ^1.4.2 development
karma-jasmine ^1.1.1 development
karma-jasmine-html-reporter ^0.2.2 development
protractor ~5.1.2 development
ts-node ~3.2.0 development
tslint ~5.7.0 development
typescript ~2.4.2 development
@angular/animations ^5.0.0
@angular/common ^5.0.0
@angular/compiler ^5.0.0
@angular/core ^5.0.0
@angular/forms ^5.0.0
@angular/http ^5.0.2
@angular/platform-browser ^5.0.0
@angular/platform-browser-dynamic ^5.0.0
@angular/router ^5.0.0
angular2-notifications ^1.0.0
bootstrap ^4.0.0-beta.2
chart.js ^2.7.1
core-js ^2.4.0
font-awesome ^4.7.0
jquery ^3.2.1
ng2-charts ^1.6.0
ngx-bootstrap ^2.0.0-beta.8
ngx-cookie ^1.0.1
ngx-webstorage ^2.0.0
rxjs ^5.5.2
zone.js ^0.8.14

community/FfDL-Seldon/onnx-model/requirements.txt pypi

community/FfDL-Seldon/pytorch-model/requirements.txt pypi

boto3 ==1.7.28
torch ==0.4.0
torchvision ==0.2.1

community/FfDL-Seldon/tf-model/requirements.txt pypi

boto3 ==1.7.28
tensorflow ==1.6.0

demos/fashion-mnist-adversarial/requirements.txt pypi

boto3 *
ipython >=5.0.0
jupyter >=1.0.0
keras >=2.1.6
requests >=2.12.0,<=2.18.4
tensorflow >=1.8
wget *

demos/fashion-mnist-training/fashion-mnist-webapp/requirements.txt pypi

demos/fashion-mnist-training/seldon-deployment/requirements.txt pypi

etc/converter/requirement.txt pypi

ruamel.yaml >=0.15.35

etc/notebooks/art/requirements.txt pypi

boto3 *
ipython >=5.0.0
jupyter >=1.0.0
keras >=2.1.6
requests >=2.12.0,<=2.18.4
tensorflow >=1.8
wget *

dashboard/Dockerfile docker

node 8-alpine build

databroker/objectstorage/Dockerfile docker

ubuntu 16.04 build

databroker/s3/Dockerfile docker

ubuntu 16.04 build

demos/fashion-mnist-training/fashion-mnist-webapp/Dockerfile docker

python 3 build

jobmonitor/Dockerfile docker

dlaas-service-base ubuntu16.04 build

lcm/Dockerfile docker

dlaas-service-base ubuntu16.04 build

lcm/controller/Dockerfile docker

dlaas-service-base ubuntu16.04 build

metrics/Dockerfile docker

dlaas-service-base ubuntu16.04 build

metrics/log_collectors/emetrics_file/Dockerfile docker

ubuntu 16.04 build

metrics/log_collectors/regex_extractor/Dockerfile docker

ubuntu 16.04 build

glide.lock go

github.com/IBM-Bluemix/bluemix-cli-sdk 84e757a860f31808c6be49342883d99334acd919
github.com/PuerkitoBio/purell 8a290539e2e8629dbc4e6bad948158f790ec31f4
github.com/PuerkitoBio/urlesc 5bd2802263f21d8788851d5305584c82a5c75d7e
github.com/alecthomas/units 2efee857e7cfd4f3d0138cc3cbb1b4966962b93a
github.com/asaskevich/govalidator ca5f9e638c83bac66bfac70ded5bded1503135a7
github.com/aws/aws-sdk-go b69f447375c7fa0047ebcdd8ae5d585d5aac2f71
github.com/beorn7/perks 4c0e84591b9aa9e6dcfdf3e020114cd81f89d5f9
github.com/cenkalti/backoff 32cd0c5b3aef12c76ed64aaf678f6c79736be7dc
github.com/coreos/etcd 694728c496e22dfa5719c78ff23cc982e15bcb2f
github.com/davecgh/go-spew 782f4967f2dc4564575ca782fe2d04090b5faca8
github.com/docker/go-units 0dadbb0345b35ec7ef35e228dabb8de89a65bf52
github.com/dre1080/recover 1c296bbb3227134aca59bf2e3dc4c0893eee62fa
github.com/emicklei/go-restful 777bb3f19bcafe2575ffb2a3e46af92509ae9594
github.com/facebookgo/stack 751773369052141c013c6e827a71e8f35c07879c
github.com/fatih/color 5df930a27be2502f99b292b7cc09ebad4d0891f4
github.com/fsnotify/fsnotify 4da3e2cfbabc9f751898f250b49f2439785783a1
github.com/ghodss/yaml 73d445a93680fa1a78ae23a5839bad48f32ba1ee
github.com/go-ini/ini c787282c39ac1fc618827141a1f762240def08a3
github.com/go-kit/kit a9ca6725cbbea455e61c6bc8a1ed28e81eb3493b
github.com/go-logfmt/logfmt 390ab7935ee28ec6b286364bba9b4dd6410cb3d5
github.com/go-openapi/analysis 8ed83f2ea9f00f945516462951a288eaa68bf0d6
github.com/go-openapi/errors 03cfca65330da08a5a440053faf994a3c682b5bf
github.com/go-openapi/jsonpointer 46af16f9f7b149af66e5d1bd010e3574dc06de98
github.com/go-openapi/jsonreference 13c6e3589ad90f49bd3e3bbe2c2cb3d7a4142272
github.com/go-openapi/loads a80dea3052f00e5f032e860dd7355cd0cc67e24d
github.com/go-openapi/runtime bf2ff8f7150788b1c7256abb0805ba0410cbbabb
github.com/go-openapi/spec 48c2a7185575f9103a5a3863eff950bb776899d2
github.com/go-openapi/strfmt 610b6cacdcde6852f4de68998bd20ce1dac85b22
github.com/go-openapi/swag f3f9494671f93fcff853e3c6e9e948b3eb71e590
github.com/go-openapi/validate dc8a684882cf70c9a529887104340f44e0e138e5
github.com/go-stack/stack 817915b46b97fd7bb80e8ab6b69f01a53ac3eebf
github.com/gogo/protobuf c0656edd0d9eab7c66d1eb0c568f9039345796f7
github.com/golang/glog 44145f04b68cf362d9c4df2182967c2275eaefed
github.com/golang/mock 4887ba10eac80f57bfb3de234db4ac970d786511
github.com/golang/protobuf 1643683e1b54a9e88ad26d98f81400c8c9d9f4f9
github.com/google/btree 7d79101e329e5a3adf994758c578dab82b90c017
github.com/google/gofuzz 44d81051d367757e1c7c6a5a86423ece9afcf63c
github.com/googleapis/gnostic 0c5108395e2debce0d731cf0287ddf7242066aba
github.com/gregjones/httpcache 787624de3eb7bd915c329cba748687a3b22666a6
github.com/grpc-ecosystem/go-grpc-prometheus ce0256b0cfa9b64c16caf5b91dec256ad649b7d1
github.com/grpc-ecosystem/go-grpc-prometheus 6b7015e65d366bf3f19b2b2a000a831940f0f7e0
github.com/hashicorp/hcl 42e33e2d55a0ff1d6263f738896ea8c13571a8d0
github.com/inconshreveable/mousetrap 76626ae9c91c4f2a10f34cad8ce83ea42c93bb75
github.com/jessevdk/go-flags 48cf8722c3375517aba351d1f7577c40663a4407
github.com/jmespath/go-jmespath bd40a432e4c76585ef6b72d3fd96fb9b6dc7b68d
github.com/json-iterator/go 36b14963da70d11297d313183d7e6388c8510e1e
github.com/juju/ratelimit 5b9ff866471762aa2ab2dced63c9fb6f53921342
github.com/kr/logfmt b84e30acd515aadc4b783ad4ff83aff3299bdfe0
github.com/magiconair/properties 8d7837e64d3c1ee4e54a880c5a920ab4316fc90a
github.com/mailru/easyjson 2f5df55504ebc322e4d52d34df6a1f5b503bf26d
github.com/mattn/go-colorable 5411d3eea5978e6cdc258b30de592b60df6aba96
github.com/mattn/go-isatty 57fdcb988a5c543893cc61bce354a6e24ab70022
github.com/matttproud/golang_protobuf_extensions c12348ce28de40eed0136aa2b644d0ee0650e56c
github.com/mitchellh/mapstructure d0303fe809921458f417bcf828397a65db30a7e4
github.com/ncw/swift 9d3f812e23d270d1c66a9a01e20af1005061cdc4
github.com/nicksnyder/go-i18n 3e70a1a463008cea6726380c908b1a6a8bdf7b24
github.com/nu7hatch/gouuid 179d4d0c4d8d407a32af483c2354df1d2c91e6c3
github.com/pelletier/go-toml 2009e44b6f182e34d8ce081ac2767622937ea3d4
github.com/peterbourgon/diskv 5f041e8faa004a95c88a202771f4cc3e991971e6
github.com/pkg/errors f15c970de5b76fac0b59abb32d62c17cc7bed265
github.com/pmezard/go-difflib d8ed2627bdf02c080bf22230dbb337003b7aba2d
github.com/prometheus/client_golang c5b7fccd204277076155f10851dad72b76a49317
github.com/prometheus/client_model 6f3806018612930941127f2a7c6c453ba2c527d2
github.com/prometheus/common 49fee292b27bfff7f354ee0f64e1bc4850462edf
github.com/prometheus/procfs a1dba9ce8baed984a2495b658c82687f8157b98f
github.com/sirupsen/logrus c155da19408a8799da419ed3eeb0cb5db0ad5dbc
github.com/sony/gobreaker 1501d51a5ce38beb1794857981b134a246ae200b
github.com/spf13/afero e67d870304c4bca21331b02f414f970df13aa694
github.com/spf13/cast acbeb36b902d72a7a4c18e8f3241075e7ab763e4
github.com/spf13/cobra c6c44e6fdcc30161c7f4480754da7230d01c06e3
github.com/spf13/jwalterweatherman 12bd96e66386c1960ab0f74ced1362f66f552f7b
github.com/spf13/pflag a9789e855c7696159b7db0db7f440b449edf2b31
github.com/spf13/viper d9cca5ef33035202efb1586825bdbb15ff9ec3ba
github.com/stretchr/testify 69483b4bd14f5845b5a1e55bca19e954e827f1d0
github.com/tylerb/graceful 4654dfbb6ad53cb5e27f37d99b02e16c1872fbbb
github.com/urfave/cli cfb38830724cc34fedffe9a2a29fb54fa9169cd1
github.com/ventu-io/go-shortid 6c56cef5189ca1b3d5ef01dc07f4d611dfc0bb33
golang.org/x/crypto 81e90905daefcd6fd217b62423c0908922eadb30
golang.org/x/net 1c05540f6879653db88113bc4a2b70aec4bd491f
golang.org/x/sys 95c6576299259db960f6c5b9b69ea52422860fce
golang.org/x/text b19bf474d317b857955b12035d2c5acb57ce8b01
google.golang.org/genproto 11c7f9e547da6db876260ce49ea7536985904c9b
google.golang.org/grpc 445b7284b13dacfc46e84a6d4ac38e2693d776ff
gopkg.in/inf.v0 3887ee99ecf07df5b447e9b00d9c0b2adaa9f3e4
gopkg.in/mgo.v2 3f83fa5005286a7fe593b055f0d7771a7dce4655
gopkg.in/olivere/elastic.v5 482b5f3735c46598931a3b75dd69e1480ea67f4b
gopkg.in/yaml.v2 cd8b52f8269e0feb286dfeef29f8fe4d5b397e0b
k8s.io/api 11147472b7c934c474a2c484af3c0c5210b7a3af
k8s.io/apimachinery 180eddb345a5be3a157cea1c624700ad5bd27b8f
k8s.io/client-go 78700dec6369ba22221b72770783300f143df150
k8s.io/kube-openapi 39a7bf85c140f972372c2a0d1ee40adbf0c8bfe1

dashboard/package-lock.json npm

1005 dependencies

etc/dlaas-service-base/build/grpc-health-checker/glide.lock go

github.com/golang/protobuf 0a4f71a498b7c4812f64969510bcb4eca251e33a
github.com/inconshreveable/mousetrap 76626ae9c91c4f2a10f34cad8ce83ea42c93bb75
github.com/spf13/cobra 34594c771f2c18301dc152640ad40ece28795373
github.com/spf13/pflag e57e3eeb33f795204c1ca35f56c44f83227c6e66
golang.org/x/net b3756b4b77d7b13260a0a2ec658753cf48922eac
golang.org/x/text 836efe42bb4aa16aaa17b9c155d8813d336ed720
google.golang.org/genproto b0a3dcfcd1a9bd48e63634bd8802960804cf8315
google.golang.org/grpc 172ccacff3cfbddedcf1ba5ea06cda943bc976c1