A framework for large scale recommendation algorithms.
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Full Changelog: https://github.com/alibaba/EasyRec/compare/v0.7.0...v0.7.1
Published by chengmengli06 about 1 year ago
Full Changelog: https://github.com/alibaba/EasyRec/compare/v0.6.4...v0.7.0
Published by chengmengli06 over 1 year ago
Full Changelog: https://github.com/alibaba/EasyRec/compare/v0.6.2...v0.6.4
Published by chengmengli06 over 1 year ago
Published by chengmengli06 over 1 year ago
[bugfix] add client demo missing files
[feature] add avx string split feature
Published by chengmengli06 over 1 year ago
[feat]: CSVPredictor support embedding input by @chenglongliu123 in https://github.com/alibaba/EasyRec/pull/298
[feat] recall sampler input support regular by @chenglongliu123 in https://github.com/alibaba/EasyRec/pull/329
[feat] hitrate support regular input by @chenglongliu123 in https://github.com/alibaba/EasyRec/pull/330
[feat] add support for sequence and key share embedding by @chengmengli06 in https://github.com/alibaba/EasyRec/pull/331
[feat]: add docs for ev and sample_weight by @chengmengli06 in https://github.com/alibaba/EasyRec/pull/305
[feat] update hpo docs and 0.1.6 support one-click-retry-multi-failed-trials by @yjjinjie in https://github.com/alibaba/EasyRec/pull/322
[feat] add direct cmd args for update easyrec config by @chengmengli06 in https://github.com/alibaba/EasyRec/pull/326
[feat] refactor input layer and update online train docs by @chengmengli06 in https://github.com/alibaba/EasyRec/pull/320
[feat] add combiner for raw feature by @yangxudong in https://github.com/alibaba/EasyRec/pull/338
[feat]: add support seq transform padding and dnn by @lgqfhwy in https://github.com/alibaba/EasyRec/pull/344
[feat]: add multiple ranking losses & loss weight adaptive learning & fix a few bugs by @yangxudong in https://github.com/alibaba/EasyRec/pull/358
[feat]: Support macOS & Windows and Support Tensorflow >= 2.12.0 by @wwxxzz in https://github.com/alibaba/EasyRec/pull/361
[feat]: add dice activation for dnn layer by @yangxudong in https://github.com/alibaba/EasyRec/pull/362
[feat]: add client demo for sending request to easyrec processor by @chengmengli06 in https://github.com/alibaba/EasyRec/pull/363
[feat]add udf for label by @dawn310826 in https://github.com/alibaba/EasyRec/pull/303
[feat]: improve hpo_tools: 1) use odpscmd 2) support kill-all-trials 3)schedule… by @yjjinjie in https://github.com/alibaba/EasyRec/pull/350
[feat]: update nni hpo docs by @yjjinjie in https://github.com/alibaba/EasyRec/pull/299
[bugfix]: fix ut bug by @chengmengli06 in https://github.com/alibaba/EasyRec/pull/321
[bugfix] fix typo in vector retrieve by @chengmengli06 in https://github.com/alibaba/EasyRec/pull/327
[bugfix] fix sync train not exit bug due to uneven dataset shard caused by filter invalid samples by @chengmengli06 in https://github.com/alibaba/EasyRec/pull/325
[bugfix]: fix bug of embedding regularization by @yangxudong in https://github.com/alibaba/EasyRec/pull/336
[bug fix]: fix bug of multiple losses of rank model by @yangxudong in https://github.com/alibaba/EasyRec/pull/335
[bugfix]: fix the problem of can not display code snippets in document by @yangxudong in https://github.com/alibaba/EasyRec/pull/341
[bugfix]:fix layer for sequence feature by @lgqfhwy in https://github.com/alibaba/EasyRec/pull/342
[bugfix]: fix bug for graphlearn dist eval by @lgqfhwy in https://github.com/alibaba/EasyRec/pull/334
[bugfix]: fix a bug of loading checkpoint panic when graph meta is not written by @yangxudong in https://github.com/alibaba/EasyRec/pull/346
[bugfix]: fix ds osshdfsmnt output by @chenglongliu123 in https://github.com/alibaba/EasyRec/pull/337
[bugfix]: fix clear model, predict two model, sync on pai. by @lgqfhwy in https://github.com/alibaba/EasyRec/pull/348
[bugfix]: fix share input bug by @chengmengli06 in https://github.com/alibaba/EasyRec/pull/313
[bugfix]: fix dist eval ps high memory by @lgqfhwy in https://github.com/alibaba/EasyRec/pull/318
[bugfix]: fix dist eval ps high memory bug by @lgqfhwy in https://github.com/alibaba/EasyRec/pull/302
[bugfix]: fix negative sample using hive input bug by @chengmengli06 in https://github.com/alibaba/EasyRec/pull/309
[bugfix]: GAUC/SessionAuc when the id field is not configured in feature groups by @yangxudong in https://github.com/alibaba/EasyRec/pull/310
[bugfix]: improve ckpt restore performance by @chengmengli06 in https://github.com/alibaba/EasyRec/pull/311
[docs]: update docs by @chengmengli06 in https://github.com/alibaba/EasyRec/pull/312
[docs]: add docs for processor by @chengmengli06 in https://github.com/alibaba/EasyRec/pull/314
[docs] update fine_tune_checkpoint specification by @chengmengli06 in https://github.com/alibaba/EasyRec/pull/317
Full Changelog: https://github.com/alibaba/EasyRec/compare/v0.5.6...v0.6.2
Published by chengmengli06 almost 2 years ago
Full Changelog: https://github.com/alibaba/EasyRec/compare/v0.5.6...v0.6.0
Published by chengmengli06 about 2 years ago
[bugfix]: fix load_fg_json_to_config, make it reentrant by @chengmengli06 in https://github.com/alibaba/EasyRec/pull/204
[bugfix]: fix slow node crush in hive predictor by @dawn310826 in https://github.com/alibaba/EasyRec/pull/220
[bugfix]: fix bug of softmax_loss_with_negative_mining loss by @yangxudong in https://github.com/alibaba/EasyRec/pull/237
[bugfix]: fix bug for distribute eval worker hangs by @lgqfhwy in https://github.com/alibaba/EasyRec/pull/252
[bugfix]: fix embedding variable restore bug by @chengmengli06 in https://github.com/alibaba/EasyRec/pull/234
[bugfix]: fix share not used bug by @chengmengli06 in https://github.com/alibaba/EasyRec/pull/233
[bugfix]: fix bug of sequence feature rtp input by @yangxudong in https://github.com/alibaba/EasyRec/pull/258
[bugfix]: fix bug for sequence feature wide and deep by @lgqfhwy in https://github.com/alibaba/EasyRec/pull/270
[bugfix] export user_emb and item_emb used to calculate simularity by @cosmozhang1995 in https://github.com/alibaba/EasyRec/pull/277
[feature]: add docker file by @chengmengli06 in https://github.com/alibaba/EasyRec/pull/211
[feature]: support gzipped csv files by @chengmengli06 in https://github.com/alibaba/EasyRec/pull/203
[feature]: add hive rtp input by @dawn310826 in https://github.com/alibaba/EasyRec/pull/200
[feature]: add ngpu train scripts by @chengmengli06 in https://github.com/alibaba/EasyRec/pull/213
[feature]: add hadoop env in Dockerfile by @tiankongdeguiji in https://github.com/alibaba/EasyRec/pull/214
[feature]: update hive predictor: load predict result to hive by @dawn310826 in https://github.com/alibaba/EasyRec/pull/215
[feature]: add support for clear_model and clear_export option by @chengmengli06 in https://github.com/alibaba/EasyRec/pull/218
[feature]: add CMBF model by @yangxudong in https://github.com/alibaba/EasyRec/pull/217
[feature]: add nni hpo, json.load->yaml.safe.load,codestyle by @yjjinjie in https://github.com/alibaba/EasyRec/pull/222
[feature]: add CMBF layer for DBMTL model by @yangxudong in https://github.com/alibaba/EasyRec/pull/223
[feature]: support checkpoint_path dir by @dawn310826 in https://github.com/alibaba/EasyRec/pull/225
[feature]: optimize io cost of hiveinput and add hiveparquetinput by @dawn310826 in https://github.com/alibaba/EasyRec/pull/224
[feature]: modify document structure by @yangxudong in https://github.com/alibaba/EasyRec/pull/226
[feature]: add support for incremental_train.md by @chengmengli06 in https://github.com/alibaba/EasyRec/pull/228
[feature]: add support easyrec distribute metrics by @lgqfhwy in https://github.com/alibaba/EasyRec/pull/201
[feature]: add support for frequency filter and steps_to_alive for embedding variable by @chengmengli06 in https://github.com/alibaba/EasyRec/pull/231
[feature]: add incremental update for odl by @chengmengli06 in https://github.com/alibaba/EasyRec/pull/257
[feature]: support csv with header by @dawn310826 in https://github.com/alibaba/EasyRec/pull/285
[feature]: add designer doc by @chengmengli06 in https://github.com/alibaba/EasyRec/pull/287
[feature]: support gnn on datascience by @dawn310826 in https://github.com/alibaba/EasyRec/pull/229
[feature]: support hit rate on ds by @dawn310826 in https://github.com/alibaba/EasyRec/pull/244
[feature]: add user define eval_result_path by @lgqfhwy in https://github.com/alibaba/EasyRec/pull/245
[feature]: fix bug of fail to assign default value of rtp input field by @yangxudong in https://github.com/alibaba/EasyRec/pull/232
[feature]: add support for tf25 py3 test by @chengmengli06 in https://github.com/alibaba/EasyRec/pull/255
[feature]: support multi loss for multi task learning model by @yangxudong in https://github.com/alibaba/EasyRec/pull/260
[feature]: support only sequence feature && fix neg sampler bug for sequence feature by @lgqfhwy in https://github.com/alibaba/EasyRec/pull/264
[feature]: add aux_hist_seq by @lgqfhwy in https://github.com/alibaba/EasyRec/pull/265
[feature]: add Uniter model and Uniter layer for DBMTL model by @yangxudong in https://github.com/alibaba/EasyRec/pull/266
[feature]: add sequence feature negative sample process by @lgqfhwy in https://github.com/alibaba/EasyRec/pull/267
[feature]: features/cmbf by @yangxudong in https://github.com/alibaba/EasyRec/pull/268
[feature]: add dlc tutorial by @chengmengli06 in https://github.com/alibaba/EasyRec/pull/272
[feature]: fix rtp_native documentation: add reserve_default: false in fg.json by @cosmozhang1995 in https://github.com/alibaba/EasyRec/pull/278
[feature]: add pycharm vscode docker environment by @chengmengli06 in https://github.com/alibaba/EasyRec/pull/293
Full Changelog: https://github.com/alibaba/EasyRec/compare/v0.4.7...v0.5.6
Published by chengmengli06 over 2 years ago
Published by chengmengli06 over 2 years ago
fix some bugs
Published by chengmengli06 over 2 years ago
fix some bugs.
Published by chengmengli06 over 2 years ago
Published by dawn310826 over 2 years ago
Published by dawn310826 almost 3 years ago
Published by chengmengli06 about 3 years ago
add more models and data processing functions.
Published by chengmengli06 about 3 years ago
initial release.