software 62

• Using the Polars GPU engine 2024-12-11
• Reading and writing files on S3 with Polars 2024-11-21
• Running a Jeckyll blog locally with Docker 2024-11-21
• Optimising Parquet reads with Polars 2024-11-11
• Polars, Altair and Vegafusion 2024-11-07
• Cheatsheet for Pandas to Polars 2024-11-07
• Fast python package installs with uv in Docker 2024-06-18
• Fitting linear models within Polars 2024-04-03
• Reading from S3 with Polars (or DeltaLake) using AWS SSO 2024-02-26
• What is a Polars expression? 2024-02-16
• Pandas to Polars: what to know for time series analysis 2024-01-30
• Which operations work in streaming mode in Polars? 2024-01-22
• Streaming large datasets in Polars 2024-01-16
• AWS Lambda with Polars 2023-12-03
• What does ChatGPT's Advanced Data Analysis have installed? 2023-10-19
• Maybe they should just call it Regular Data Analysis 2023-10-05
• Understanding the Polars nested column types 2023-09-12
• Comparison of Matplotlib and Plotly in Polars 2023-07-27
• Filling time series gaps in lazy mode 2023-06-28
• Crucial parameters for streaming in Polars 2023-04-24
• Exploding a Polars pivot for feature engineering 2023-04-04
• Ordering of groupby and unique in Polars 2023-04-01
• Concat, extend or vstack? 2023-03-18
• Filtering one df by another 2023-01-20
• Embrace streaming mode in Polars 2023-01-20
• Lazy mode's hidden timesaver in Polars 2023-01-20
• Polars 🤝 Seaborn 2023-01-20
• Nested dtypes in Polars 1: the `pl.List` dtype 2023-01-18
• Talking Polars on the Real Python podcast 2023-01-17
• Sinking larger-than-memory Parquet files 2023-01-06
• Polars ❤️ sorted data 2: groupby 2022-12-16
• To go big you must be lazy 2022-12-08
• AWS Lambda with Polars II: PyArrow 2022-11-23
• Quickstart with Polars 2022-11-23
• Inspecting a Polars query 2022-11-21
• Profiling a Polars query 2022-11-10
• ML pre-processing with Polars 2022-11-08
• Data science 2025 2022-11-07
• Polars 🤝 Matplotlib 2022-11-03
• Polars & Huggingface datasets 2022-11-01
• Polars on a diet 2022-10-31
• Polars up and running 2022-10-25
• Polars ❤️ sorted data 1: statistics 2022-10-25
• Polars doesn't have an index but what if you want one? Or many? 2022-10-11
• Fit Scikit-learn and XGBoost models directly from Polars 2022-10-11
• Don't fear the List dtype in Polars 2022-10-06
• Breaking your bad habits with Polars 2022-10-04
• Getting the largest values with Polars 2022-10-03
• Combining data with different schemas 2022-09-29
• Polars can help if your data is sorted 2022-09-13
• Using Spacy with Polars? 2022-09-13
• Flexible time series aggregations in Polars 2022-09-12
• Doing ML pre-processing in Polars 2022-09-06
• Setting an attribute shortcut in python 2022-09-05
• Don't loop over columns in Polars 2022-09-05
• IPC files in Polars 2022-09-05
• Loading from a database with Polars 2022-09-05
• Boolean filters in Polars? 2022-09-05
• Testing for data science 3: testing with Pandas 2022-06-07
• Testing for data science 2: testing in practice 2022-06-07
• Testing for data science 1: why test? 2022-06-06
• Attaining flow while writing software 2022-01-02