website ‣ PyTorch project This document provides information about the key features, software enhancements and improvements, known issues, and how to run this container. PyTorch RN-08516-001_v23.07 Deep Learning Frameworks Support Matrix. Key Features and Enhancements This PyTorch release includes the following key features and enhancements. ‣ PyTorch container image version 23.07 is based on 2.1 transformer-based language model has a segment-level recurrence and a novel relative positional encoding. The enhancements that were introduced in Transformer-XL help capture better long-term dependencies by attending

. . . . . . . . . . . . . . . . . . . . . . . . . . . . . 13 Chapter 02: Language Usability Enhancements 13 2.1 Constants . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 36 Chapter 03: Language Runtime Enhancements 37 3.1 Lambda Expression . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . more confidence in manipulating extremely complex template types. At the same time, a lot of enhancements have been made to the language runtime. The emergence of Lambda expressions has given C++ the

2017) . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 4 1.2.1 Enhancements . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 5 1.2.2 Performance to_datetime() has gained an origin parameter . . . . . . . . . . . . . . . 12 1.3.1.4 Groupby Enhancements . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 12 1.3.1.5 Better support for . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 19 1.3.1.13 Other Enhancements . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 20 1.3.2 Backwards incompatible

2017) . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 3 1.1.1 Enhancements . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 3 1.1.2 Performance to_datetime() has gained an origin parameter . . . . . . . . . . . . . . . 10 1.2.1.4 Groupby Enhancements . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 10 1.2.1.5 Better support for . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 17 1.2.1.13 Other Enhancements . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 18 1.2.2 Backwards incompatible

Improvements to the Parquet IO functionality . . . . . . . . . . . . . . . . . . . . 4 1.1.2.2 Other Enhancements . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 4 1.1.3 Deprecations . . 8 Categorical.rename_categories accepts a dict-like . . . . . . . . . . . . 13 1.2.1.9 Other Enhancements . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 13 1.2.2 Backwards incompatible . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 33 1.4.1 Enhancements . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 34 1.4.2

. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 12 Google BigQuery Enhancements . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 13 Fine-grained numpy errstate development API . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 14 Other enhancements . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 15 1.1.2 API changes Datetimes . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 49 Other Enhancements . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 50 1.2.2 Sparse

. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 14 Google BigQuery Enhancements . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 15 Fine-grained numpy errstate development API . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 16 Other enhancements . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 17 1.2.2 API changes Datetimes . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 50 Other Enhancements . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 51 1.3.2 Sparse

available on Windows. (#12873) 7.2.2 Contributors • @kenodegard 7.3 23.5.0 (2023-05-17) 7.3.1 Enhancements • Add conda doctor subcommand plugin. (#474) • Add Python 3.11 support. (#12256) • Add conda (2023-05-17) 229 conda Documentation, Release 0.0.0.dev0+placeholder 7.4 23.3.1 (2023-03-28) 7.4.1 Enhancements • Fix and re-enable binstar tests. Replace custom property caching with functools.cached_property • @dholth • @jaimergp • @kenodegard • @ForgottenProgramme 7.5 23.3.0 (2023-03-14) 7.5.1 Enhancements • Allow the use of environment variables for channel urls in environment.yaml. (#10018) • Improved

a major release from 0.16.2 and includes a small number of API changes, several new features, enhancements, and performance improvements along with a large number of bug fixes. We recommend that all users eval() – Changes to Excel with MultiIndex – Google BigQuery Enhancements – Display Alignment with Unicode East Asian Width – Other enhancements • Backwards incompatible API changes – Changes to sorting able to be read in, but the has_index_names argument must specified to True. Google BigQuery Enhancements • Added ability to automatically create a table/dataset using the pandas.io.gbq.to_gbq() function

changelog: https://github.com/conda/conda/blob/main/ CHANGELOG.md 7.1 23.3.1 (2023-03-28) 7.1.1 Enhancements • Fix and re-enable binstar tests. Replace custom property caching with functools.cached_property @ForgottenProgramme 229 conda Documentation, Release 23.3.1.post2+bdcba5dd0 7.2 23.3.0 (2023-03-14) 7.2.1 Enhancements • Allow the use of environment variables for channel urls in environment.yaml. (#10018) • Improved @LtDan33 • @jezdez • @kenodegard • @mbargull • @travishathaway 7.5 22.11.0 (2022-11-23) 7.5.1 Enhancements • Add LD_PRELOAD to env variable list. (#10665) • Improve CLI warning about updating conda.