**@networkx.bsky.social - February 4, 2025** • pygrep checks stricter regex patterns • Layout updates: • Moved pickle tests stub function • Simplified nx.layout usage • Automated test cleanup fixture added • Standardized import conventions and fixed regex issues

**NumPy - February 4, 2025** * Added typing information to set_printoptions * Fixed f2py reference update issue with invalid link removal No other significant updates or new features.

February 4, 2025 aws-sdk-pandas Updates: • Fixed unit test function name typo. • Updated dependencies: • Dev: + boto3-stubs: 1.36.11 + ruff: 0.9.4 • Prod: + boto3: 1.36.6

**pandas February 4, 2025** • Added border parameter descriptions in to_html • Clarified skipna description in groupby reductions • Fixed empty stack with level list • Updated documentation for DataFrame.rolling's closed parameter

**@pola.rs (February 4, 2025)** Updates: • Performance: Micro-optimized DataFrame checks • New Features: • Merge_sorted binary merge operation • Azure credential classes • Unity catalog dataclasses • Code Refactoring: Moved DSLs to dsl folder

@skrub-data.bsky.social February 4, 2025 Updates: • Improved color themes • Enhanced table reports with link colors • VSCode theme detection feature added • Environment variable SKRUB_DATA_DIRECTORY introduced • Minor updates to DatetimeEncoder example

Daily Update: @scikit-learn.org February 4, 2025 • Dependabot: Updated to version 1.12.4. • Documentation refresh. • Pyodide updated to 0.27.2 for JupyterLite. • Revised CI build processes for multiple platforms. • Scorers module updated for Python float returns.

**@duckdb.org Repository - January 29, 2025** • New version V1.2 histrionicus with improvements • Fixed recurse issue in INSERT/DELETE/UPDATE operations • Added `unzip` statement support • Resolved pyodide test failures and datetime issues

**pandas Repository Update - January 29, 2025** • Refining string-related failures in tests involving HTTP headers, focusing on TST(string_dtype) feature for improved stability and accuracy.

@pola.rs Repository January 29, 2025 • Performance improvements in `list.min` and `list.max` • Fixed SQL interface with `INTERVAL` usage • New Unity catalog object creation/deletion feature • Deprecation notice for old streaming engine • Code refactoring, removing unused dependencies

**@scikit-learn.org - January 29, 2025** • CI Pipeline: Added new secure build wheel rules and updated workflow permissions. • Documentation Updates: Revamped social links. • LOF Novelty Detection: Improved legend visibility.

**@vscode.dev - March 15, 2024** • Performance improvements • Enhanced language support (syntax highlighting, code completion) • UI updates (status bar, hover behavior) • Git fixes (commit message regression, async hover) • Terminal and Copilot enhancements

**numpy - January 21, 2025** • Improved dark mode logo for consistent user experience • Updated links in documentation for latest build processes • Fixed: + Data race issue in `np.repeat` + Huge pad errors in `np.format_float_positional` • Added tests for overflow handling and stability

**pandas Repository Update - January 22, 2025** • Updated for pyarrow 19.0 compatibility • Fixed NaN comparison warnings and updated documentation • Introduced new 'from_dataframe' function with Arrow support

@pola.rs - January 21, 2025 Key Updates: • Improved height checks and fixture fixes • Implemented periodic signal checks for smoother user experience • Enhanced selector behavior with error handling • Fixed S3 scan panic on Windows • Corrected decimal clipping results

Daily Update for @scikit-learn.org (January 22, 2025) • Updated documentation: moved legend to avoid hiding data points, removed unused code. • Fixed bugs: reverted indexing issue change, improved mypy ignores, added robots.txt for old versions.

**@vscode.dev - January 16, 2025** • Git: • Blame editor hover improved • History item details fixed • Getting Started: Context change handling fix • Deletion View: Deleted files deletion view added • Copilot: Auto-accept feature updated and `isUseHostProxyEnabled()` function added

@networkx.bsky.social January 16, 2025 • Updated pre-commit linting to v1.25 • Enhanced graph layout with `store_as_pos` keyword • Resolved issues in `forceatlas2_layout` • Added support for storing layouts as node attributes

**numpy/January 16, 2025** • Optimized array assignment using slicing (`a[...] = b`) to reduce redundant copying and improve performance.

Pandas Repository Update (January 16, 2025) • New JSON key name format introduced for improved compatibility • Bug fixes in `pandas.RangeIndex.from_range` function for PR01, SA01, and ES01 • Improvements to JSON key name format using `const char` • Documentation updates for RangeIndex functionality

**@pola.rs - January 16, 2025** * Performance: Optimized BitmapBuilder and Growables classes * Documentation: Updated ML content, cross join info in Python doc * Bug fixes: • Resolved remote benchmark script issues • Corrected output type for `map_groups` • Fixed ignored certificate options

Daily Update for @scikit-learn.org (January 16, 2025) • Machine Learning Enhancements: • MLP model updated to support sample weights • Expected improvement in performance in certain scenarios

@vscode.dev - January 15, 2025 Updates: • Enhanced safety measures to prevent extension conflicts • Integrated latest TypeScript recovery release (TS 5.7) • New authentication mechanism for enhanced security • Updated video styling in getting started details renderer • Multiple test improvements

@networkx.bsky.social (January 15, 2025) • Performance: Faster energy calculation • Error Handling: Improved error messages • Documentation: Enhanced user guidance • Bug Fix: Fixed divide by zero in forceatlas2 algorithm

Pandas Repository Update - January 14, 2025 • Decimal Formatting improved: Full precision strings for `decimal.Decimal` objects • Test issue resolved in `test_base.py` • Exposing NoDefault extension added to `pandas.api.extensions` Stay tuned for more updates from the pandas team!

**@pola.rs Daily Update - January 15, 2025** • New feature: Parquet Sink for efficient data processing and storage. • Bug fixes: • Open issues test added • Outer validity check implemented • Minor improvements: • Adjusted group-by partitioning • Fixed XOR operation bug

Daily Update for @scikit-learn.org (January 14, 2025) • CI build process updated for improved lock file management. • Lock files updated for array-api, scipy-dev, free-threaded, and cirrus-arm builds. • New test case added to verify `global_random_seed` usage in decomposition tests.

**@duckdb.org - December 2023** DuckDB Updates: • Auto-generate API Jupyter Notebook • Implicit STRUCT to STRUCT cast for mismatching member names • Run all tests by default in more cases • Use ISNULL with conjunction or filters • Throw IO exception on incorrect database file dependency order

**@vscode.dev - January 8, 2025** Updates: • Improved editor performance and scrollbar display • Invalid URI validation for Git extension • Enhanced chat overlay visual appeal • Malicious extension blocking by publisher ID • Web link support as context in editor • Proxy server compatibility

**NumPy Repository Updates - January 7, 2025** • Corrected C-API versioning for NumPy 2.3 • Fixed auxdata initialization in ufunc slow path • Simplified power fast path logic with improved error checking and performance • Fixed syntax error to ensure smooth code execution

@pola.rs (January 8, 2025) • Optimized async engine performance and filter expansion • Resolved Python categorical test flakiness and Parquet string statistics issues • Introduced `index_of()` function and added "LEFT" keyword to SQL queries

@skrub-data.bsky.social - January 7, 2025 • Improved User Experience: Removed API change banner • Enhanced Reporting Features: • Added HTML content writing functionality in TableReport • Dependabot update maintained up-to-date dependencies

@scikit-learn.org January 6, 2025 **Key Updates** • Updated lock files for main, scipy-dev, free-threaded builds. • Fixed GradientBoostingClassifier doctest and documentation formatting. • Added `return_X_y` parameter to `make_classification`. • Corrected tree building process.

**@duckdb.org - December 10, 2023** Key Updates: • CUME_DIST secondary sorts enabled • Reclaimed space test adjusted • Tests re-enabled for #15414 and #15488 • Fixed InFilter::ToString • Updated varchar_data.hpp • Corrected test_count aggregate function

@vscode.dev December 29, 2024 • Improved tree find modes for better performance • Revised cancellation process in sequencer to prevent timeouts and hang-ups • Adopted new Microsoft Auth flows with Loopback flow for user authentication • Removed unnecessary `console.log` usage for improved debugging

Here is the reduced content: @networkx.bsky.social (December 29, 2024) • Bug Fix: Corrected example in `subgraph_is_monomorphic.py` (#7779). • Feature Enhancement: Added LOBPCG convergence warnings filters (#7778).

**pandas - December 30, 2024** Updates: • Improved documentation with added warning on query/eval consistency. • Removed blank cell from visualization user guide. • Enhanced groupby.apply tests and resolved HDF5 test fails. • Fixed issues with string dtype testing (to_latex and HDF5 xfails).

December 30, 2024 @pola.rs Updates: • Performance Optimizations: Faster execution times for certain queries. • Join Lossless Casting: Easier inner join data handling. • Python Enhancements: New type usage options, improved Excel/ODS loading. • Bug Fixes: Stability and reliability improvements.

December 30, 2024 @scikit-learn.org Updates: • Updated lock files for main CI build and array-api. • Minor fix in Glossary section of documentation. • Typos corrected on Developing scikit-learn estimators page. New contributors: • Virgil Chan to contributor experience team. • Guillaume Lemaitre

numpy Repository Daily Update (Dec 26, 2024) • Performance improvements on loongarch architectures with `lsx` optimization • Enhanced SIMD capabilities for loongarch architecture

@pola.rs (December 26, 2024) • Fixed Decimal column sorting issues • Optimized binview dedup strategy for improved performance • Mode panic fixed for String data types • Corrected schema for `sum_horizontal` with boolean data types • Fixed Kuzu import segfault on Windows

December 21, 2024 @vscode.dev Updates: • Improved test suite security to prevent disposable leaks • Fixed listener leak issue in share contributions

December 21, 2024 @networkx.bsky.social Updates: • Improved contributor guidelines with a reminder to avoid numpy scalars as return types for better code quality and Pythonic style.

@pola.rs (December 21, 2024) • Optimized observability for efficient data collection • Fixed decimal series dispatch issue for accurate calculations • Raised errors for categorical search_sorted issues • Fixed plotting f-strings and docstrings bug • Added FirstArgLossless supertype

**@vscode.dev | 2024-02-20** Notable Pull Requests and Issues Closed: • #236648: Fix workbench action commands for focusing groups • #232775: Cancel request tool calls when cancelling chat request • #bun.lock: `bun.lock` as package manager lockfile

**numpy - December 20, 2024** • Optimized einsum function using chunking for improved performance. • Added test case for handling None value in nditer. • Merged pull request replacing Twitter with X.

**@pola.rs (December 20, 2024)** • `dt.replace` for easier date manipulation. • Improved Pyodide compatibility and Azure credential provider. • Fixed loading issues with non-existent List/FSL statistics. • Optimized ChunkedArray metadata purge and parallel equi-join operations.

Daily Update: @scikit-learn.org (December 20, 2024) • Improved error messages for working with arrays in MNT. • Enhanced error check_array function with informative output when estimator is None (#30485). • Standard text updated for authors and license (#30511).

Daily Update for @duckdb.org December 19, 2024 Key Updates: • Resolved bugs #14648 and #14659 for improved stability. • Introduced new hash distribution to reduce collisions. • Implemented ROW_NUMBER secondary sorts feature (#12699). • Fixed arm extension CI issue on Linux ARM platforms.

**@vscode.dev - March 12, 2024** Updates: • Performance: Improved caching and logging • Bug Fixes: • Resolved cursor placement issue • Fixed focus behavior • New Features: • Draggable breadcrumbs • Disabling word wrap in preview editor