release/0.5.6

What's Changed

• [bugfix]: fix load_fg_json_to_config, make it reentrant by @chengmengli06 in #204

• [bugfix]: fix slow node crush in hive predictor by @dawn310826 in #220

• [bugfix]: fix bug of softmax_loss_with_negative_mining loss by @yangxudong in #237

• [bugfix]: fix bug for distribute eval worker hangs by @lgqfhwy in #252

• [bugfix]: fix embedding variable restore bug by @chengmengli06 in #234

• [bugfix]: fix share not used bug by @chengmengli06 in #233

• [bugfix]: fix bug of sequence feature rtp input by @yangxudong in #258

• [bugfix]: fix bug for sequence feature wide and deep by @lgqfhwy in #270

• [bugfix] export user_emb and item_emb used to calculate simularity by @cosmozhang1995 in #277

• [feature]: add docker file by @chengmengli06 in #211

• [feature]: support gzipped csv files by @chengmengli06 in #203

• [feature]: add hive rtp input by @dawn310826 in #200

• [feature]: add ngpu train scripts by @chengmengli06 in #213

• [feature]: add hadoop env in Dockerfile by @tiankongdeguiji in #214

• [feature]: update hive predictor: load predict result to hive by @dawn310826 in #215

• [feature]: add support for clear_model and clear_export option by @chengmengli06 in #218

• [feature]: add CMBF model by @yangxudong in #217

• [feature]: add nni hpo, json.load->yaml.safe.load,codestyle by @yjjinjie in #222

• [feature]: add CMBF layer for DBMTL model by @yangxudong in #223

• [feature]: support checkpoint_path dir by @dawn310826 in #225

• [feature]: optimize io cost of hiveinput and add hiveparquetinput by @dawn310826 in #224

• [feature]: modify document structure by @yangxudong in #226

• [feature]: add support for incremental_train.md by @chengmengli06 in #228

• [feature]: add support easyrec distribute metrics by @lgqfhwy in #201

• [feature]: add support for frequency filter and steps_to_alive for embedding variable by @chengmengli06 in #231

• [feature]: add incremental update for odl by @chengmengli06 in #257

• [feature]: support csv with header by @dawn310826 in #285

• [feature]: add designer doc by @chengmengli06 in #287

• [feature]: support gnn on datascience by @dawn310826 in #229

• [feature]: support hit rate on ds by @dawn310826 in #244

• [feature]: add user define eval_result_path by @lgqfhwy in #245

• [feature]: fix bug of fail to assign default value of rtp input field by @yangxudong in #232

• [feature]: add support for tf25 py3 test by @chengmengli06 in #255

• [feature]: support multi loss for multi task learning model by @yangxudong in #260

• [feature]: support only sequence feature && fix neg sampler bug for sequence feature by @lgqfhwy in #264

• [feature]: add aux_hist_seq by @lgqfhwy in #265

• [feature]: add Uniter model and Uniter layer for DBMTL model by @yangxudong in #266

• [feature]: add sequence feature negative sample process by @lgqfhwy in #267

• [feature]: features/cmbf by @yangxudong in #268

• [feature]: add dlc tutorial by @chengmengli06 in #272

• [feature]: fix rtp_native documentation: add reserve_default: false in fg.json by @cosmozhang1995 in #278

• [feature]: add pycharm vscode docker environment by @chengmengli06 in #293

New Contributors

• @yjjinjie made their first contribution in #222
• @chenglongliu123 made their first contribution in #279

Full Changelog: v0.4.7...v0.5.6