The most immediate change is that now PyTorch is installed via pip, and you don't have to do it separately. We also have new code to support a state-of-the-art NER model.
Here's the full list of commits:
d4b286c Mattp/ner (#1162)
d05673a Add a default cuda_device to model. (#1151)
281d032 Added two feature extractors that were in PNP and not in our version (#1155)
f8d64ef add stacked bilm (#1154)
f2257a6 Use separate action embeddings for prediction vs. input feeding (#1153)
cc510fa Allow ablation where linking features are removed (#1145)
121d3e8 unidecode in setup (#1148)
55b0411 Adding ReLUs after linear projections (#1150)
645379e Allow default predictors when calling programatically (#1112)
6d15d17 Allow to restart with optimizers on CUDA (#1144)
c684216 Streamlining the docker build a little bit (#1140)
bfff55f bug fix for empty decoder outputs (#1141)
b9630e6 Fix state scores in WikiTablesDecoderStep (#1129)
a869e0b Move imports to inside of CACHE_MODELS=true condition (#1133)
53ae735 clean EVALB via make, add to Dockerfile (#1132)
812dfcf Added a script to generate data from an ERM trained model (#1115)
2b81da7 Remove the KeyError catch block in the server (#1130)
960f913 Adding WikiTables and NLVR predictors (#1118)
7627a09 Use xavier_uniform for initializing embedding weights (#1120)
0df8978 Adding the wikitables parser (#1114)
f7b736c increase metrics logging precision (#1113)
7dfc342 Adding NLVR model (#1108)
bc8ac1a Adding WikiTables dataset reader (#1106)
cbe5897 Adding NLVR dataset reader (#1105)
f7924bc Adding KnowledgeGraphField and ProductionRuleField (#1104)
245a9af add name argument to run_with_beaker.py (#1103)
2e6f2dd Adding the type system / logical form parsing code from the wikitables branch (#1087)
eb81ac9 Update elmo.md (#1092)
1655f22 Adding the decoding framework from the wikitables branch (#1086)
3ea82b1 Moving over modifications to common / util modules (#1085)
f7b736c increase metrics logging precision (#1113)
7dfc342 Adding NLVR model (#1108)
bc8ac1a Adding WikiTables dataset reader (#1106)
cbe5897 Adding NLVR dataset reader (#1105)
f7924bc Adding KnowledgeGraphField and ProductionRuleField (#1104)
245a9af add name argument to run_with_beaker.py (#1103)
2e6f2dd Adding the type system / logical form parsing code from the wikitables branch (#1087)
eb81ac9 Update elmo.md (#1092)
1655f22 Adding the decoding framework from the wikitables branch (#1086)
3ea82b1 Moving over modifications to common / util modules (#1085)
78dc1df Data cleanup and additions from the wikitables branch (#1084)
6829edb Move the top nav bar to the left pane. (#1082)
14bb4e3 Revert "Top menu -> Left menu (#1074)" (#1081)
a92bf48 Top menu -> Left menu (#1074)
b72c838 Adding an optional projection layer to ElmoTokenEmbedder (#1076)
4c02d92 Reading glove embeddings: strip() --> rstrip() (#1056)
0a918aa read vocab params in model test when available (#1071)
8ddc8cb initial dry run command (#1063)
da1e6f4 Update setup.py
e8e2499 install pytorch via pip (#1062)
bcbc12e don't use mutable sys.stdout for both logs (#1060)
ebf25ea One line update in file_utiles.py (#1059)
9299131 Add a multilabel field (#1054)
db44a25 Add a get_final_encoder_states function that handles bidirectional encoders (#1048)
77da425 don't allow U tags in BIO to spans, use BIOUL in SpanF1Measure (#1045)
e444216 Add an ensemble model for BiDAF (#1000)
a5a827e Add Biattentive Classification Network (#1038)
78aa071 proper configuration of all dropout in self attention (#1042)
d0bb3d2 CoNLL dataset reader that allows BIOLU tags (#1041)
d57717e srl model tweaks (#1040)
1700db4 Minor enhancements to seq2seq data reader (#1037)
2b55bfb re-jig readme (#1034)
395646a Add Stanford Sentiment Treebank dataset reader (#1032)