rat-sql-gap/seq2struct/models/nl2code/decoder.py (8 lines):
	- line 71: # TODO: make it posible to deal with "singleton?"
	- line 321: # TODO: This should be automatically inferred from encoder
	- line 404: # TODO: Figure out how to get right sizes (query, value) to module
	- line 430: # TODO: Figure out how to get right sizes (query, key) to module
	- line 450: # TODO batching
	- line 756: # TODO: Mask other probabilities first?
	- line 805: # TODO: sum the probability of all occurrences
	- line 890: # TODO batching


rat-sql-gap/seq2struct/models/spider/spider_enc.py (4 lines):
	- line 538: # TODO: words should match memory
	- line 663: #TODO: should get types from the data
	- line 939: # TODO: words should match memory
	- line 1481: # TODO: words should match memory


rat-sql-gap/seq2struct/models/variational_lstm.py (4 lines):
	- line 33: # TODO: In Torch 1.3, discontinue use of torch.jit.Attribute so that
	- line 54: # TODO: the dropout mask should be stored in the state instead?
	- line 156: # TODO: Support multiple layers
	- line 157: # TODO: Support batch_first


rat-sql-gap/seq2struct/grammars/spider.py (3 lines):
	- line 104: assert factorize_sketch == 2 #TODO support other grammars
	- line 139: # TODO: Get rid of surrounding quotes
	- line 524: # TODO: better heuristic e.g., tables that have exact match


rat-sql-gap/seq2struct/commands/infer.py (2 lines):
	- line 88: # TODO: from_cond should be true from non-bert model
	- line 114: #TODO: from_cond should be true from non-bert model


rat-sql-gap/seq2struct/models/nl2code/tree_traversal.py (2 lines):
	- line 162: # TODO batching
	- line 350: # TODO: Fix this


relogic/pretrainkit/models/semparse/semparse.py (2 lines):
	- line 451: # TODO (PVP): this should later be handled by the forward fn() in each model in the future see PR 3140
	- line 827: # TODO (PVP) still a bit hacky here - there might be a better solution


relogic/pretrainkit/models/relationalsemparse/relational_semparse.py (2 lines):
	- line 446: # TODO (PVP): this should later be handled by the forward fn() in each model in the future see PR 3140
	- line 827: # TODO (PVP) still a bit hacky here - there might be a better solution


rat-sql-gap/seq2struct/models/nl2code/encoder.py (1 line):
	- line 41: # TODO: Write 'train', 'val', 'test' somewhere else


relogic/pretrainkit/models/relationalsemparse/relational_transformer.py (1 line):
	- line 285: # TODO initialize using xavier


rat-sql-gap/seq2struct/models/spider/spider_enc_modules.py (1 line):
	- line 516: # TODO: Update to also compute m2c_align_mat and m2t_align_mat


rat-sql-gap/seq2struct/ast_util.py (1 line):
	- line 155: # TODO: Record that this constructor is a sequence fragment?


rat-sql-gap/seq2struct/utils/indexed_file.py (1 line):
	- line 47: # TODO: support slices


rat-sql-gap/seq2struct/commands/train.py (1 line):
	- line 110: # TODO: not nice


rat-sql-gap/seq2struct/models/transformer.py (1 line):
	- line 272: # TODO initialize using xavier


rat-sql-gap/seq2struct/optimizers.py (1 line):
	- line 98: if "name" in kwargs: del kwargs["name"] #TODO: fix this


rat-sql-gap/seq2struct/utils/saver.py (1 line):
	- line 51: # TODO: smarter mapping.


rat-sql-gap/seq2struct/models/abstract_preproc.py (1 line):
	- line 13: TODO:


rat-sql-gap/seq2struct/datasets/spider_lib/evaluation.py (1 line):
	- line 487: # TODO fix


rat-sql-gap/seq2struct/models/spider/spider_match_utils.py (1 line):
	- line 125: if column.type in ["number", "time"]: # TODO fine-grained date


rat-sql-gap/seq2struct/models/enc_dec.py (1 line):
	- line 118: ## TODO: Don't hardcode train


rat-sql-gap/seq2struct/utils/batched_sequence.py (1 line):
	- line 50: # TODO: Check that things don't blow up when some lengths are 0