What's the best thing/library you learned this year ?

• fastapi

  467 71,023 9.8 Python

  FastAPI framework, high performance, easy to learn, fast to code, ready for production

FastAPI (https://fastapi.tiangolo.com/): neat web framework, easy to set up, also scales pretty well with project size. After Django and Flask this has become my favorite of that kind.

• pydantic

  167 18,617 9.8 Python

  Data validation using Python type hints

  

- pydantic : https://docs.pydantic.dev/ for better type hinting

• InfluxDB

  www.influxdata.com featured

  Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

  

• textual

  149 23,495 9.9 Python

  The lean application framework for Python. Build sophisticated user interfaces with a simple Python API. Run your apps in the terminal and a web browser.

  

• Poetry

  377 29,483 9.7 Python

  Python packaging and dependency management made easy

  

Poetry (https://python-poetry.org/): I always figured Python dependency management to be very difficult to handle and that always stopped me from building a larger project. Poetry really changed the game for me.

• pre-commit

  192 12,049 8.0 Python

  A framework for managing and maintaining multi-language pre-commit hooks.

  

https://pre-commit.com/ for code quality checks while committing to Git

• cupy

  21 7,774 9.9 Python

  NumPy & SciPy for GPU

  

Cupy replicates the numpy and scipy APIs but runs on the GPU.

• diffrax

  21 1,237 8.2 Python

  Numerical differential equation solvers in JAX. Autodifferentiable and GPU-capable. https://docs.kidger.site/diffrax/

Diffrax - solving ODEs with Jax and computing it's derivatives automatically functools - love partial and lru_cache fastprogress - simpler progress bar than tqdm

• SaaSHub

  www.saashub.com featured

  SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

  

• dagster

  46 10,215 10.0 Python

  An orchestration platform for the development, production, and observation of data assets.

  

One that I haven't seen on here yet: dagster

• papermill

  26 5,630 8.0 Python

  📚 Parameterize, execute, and analyze notebooks

  

papermill bcpandas fastapi

• typer

  87 14,347 8.7 Python

  Typer, build great CLIs. Easy to code. Based on Python type hints.

tried typer? built on top of click. i still use mostly argparse but started using typer as well. so far so good

• TUI-apps

  26 491 5.9 Python

  Terminal User Interface (TUI) apps

Mine too. Used it in a couple of projects. Planning to do some more next year!

Suggest a related project