I've coded in R for years, but I want to learn Python for machine learning/statistical analysis. Where to start, and which IDE?

This page summarizes the projects mentioned and recommended in the original post on /r/learnpython
IDEs stable-diffusion-webui Spyder Theme Python

Scout Monitoring - Free Django app performance insights with Scout Monitoring
Get Scout setup in minutes, and let us sweat the small stuff. A couple lines in settings.py is all you need to start monitoring your apps. Sign up for our free tier today.
www.scoutapm.com
featured
InfluxDB - 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.
www.influxdata.com
featured

  • python-curriculum

    A self-study curriculum for learning Python in four weeks.

    • As always, start with the basics first. Assuming you already know how programming works, this will be straight forward. I recommend this, it's listed as 4 weeks but you might do it faster as someone already familiar with coding.

  • Spyder

    Official repository for Spyder - The Scientific Python Development Environment

    • IDE-wise, I find Spyder to be the most R-like. If you are comfortable with R Studio, maybe check it out.

  • Scout Monitoring

    Free Django app performance insights with Scout Monitoring. Get Scout setup in minutes, and let us sweat the small stuff. A couple lines in settings.py is all you need to start monitoring your apps. Sign up for our free tier today.

    Scout Monitoring logo

  • text-generation-webui

    A Gradio web UI for Large Language Models. Supports transformers, GPTQ, AWQ, EXL2, llama.cpp (GGUF), Llama models.

  • sd-webui-lobe-theme

    🅰️ Lobe theme - The modern theme for stable diffusion webui, exquisite interface design, highly customizable UI, and efficiency boosting features.

NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a more popular project.

Suggest a related project

Related posts

  • Automatic1111 v1.7.0-RC published

    4 projects | /r/StableDiffusion | 5 Dec 2023

  • Spyder – The Scientific Python Development Environment

    1 project | news.ycombinator.com | 9 Sep 2023

  • I made an Arch Install script for Automatic1111. I hope some people can find a use for this.

    2 projects | /r/StableDiffusion | 17 Aug 2023

  • Help with invoke AI installation.

    2 projects | /r/StableDiffusion | 8 Jul 2023

  • stuck at 1.5 it/s on a 4090

    2 projects | /r/StableDiffusion | 1 Jul 2023