Environments

Python environment for working with AI tools and SDKs. Includes tools like AlphAI, OpenAI/Anthropic/Cohere SDKs, Scikit Learn, pandas, and numpy.

Python 3.11
Python 3.8
Python 3.9
Python 3.10
Python 3.11
Python 3.8 (cuda)
Python 3.9 (cuda)
Python 3.10 (cuda)
Python 3.11 (cuda)

Minimal

Minimal python environment where you can start from scratch to avoid too many bells and whistles. Tabula Rasa.

Python 3.11
Python 3.8
Python 3.9
Python 3.10
Python 3.11
Python 3.8 (cuda)
Python 3.9 (cuda)
Python 3.10 (cuda)
Python 3.11 (cuda)

Exploratory

Python environment for working with data and running exploratory data anlaysis. Includes tools like Scikit Learn, pandas, and numpy.

Python 3.11
Python 3.8
Python 3.9
Python 3.10
Python 3.11
Python 3.8 (cuda)
Python 3.9 (cuda)
Python 3.10 (cuda)
Python 3.11 (cuda)

pycse (Python Computations in Science and Engineering)

Python environment for working with the pycse python package. Contains the pycse repository for experimenting and learning computational skills with python.

Python 3.11
Python 3.8
Python 3.9
Python 3.10
Python 3.8 (cuda)
Python 3.9 (cuda)
Python 3.10 (cuda)

Professor Kitchin's Python Environment (Chemical Engineering)

Python environment for working through Professor John Kitchin's course and research work.

Kitchin 0.2.5

ocp by Open Catalyst Project

ocp is the Open Catalyst Project's library of state-of-the-art machine learning algorithms for catalysis.

OCP 0.2.0
Python 3.9 (GPU) Kitchin Workshop
Python 3.9 (CPU) Kitchin Workshop

Hugging Face

Python environment for working with Hugging Face tools like transformers and datasets. Contains the Hugging Face Notebooks repostory and is powered by PyTorch or Tensorflow.

Python 3.11
Python 3.7
Python 3.8
Python 3.9
Python 3.10
Python 3.11
Python 3.8 (cuda)
Python 3.9 (cuda)
Python 3.10 (cuda)
Python 3.11 (cuda)

Fast.ai

Python environment for working with Fast.ai tools and PyTorch to train and run inference on ML models. Contains the Fast.ai courses repository and dependencies including PyTorch.

Python 3.10
Python 3.8
Python 3.9
Python 3.10
Python 3.8 (cuda)
Python 3.9 (cuda)
Python 3.10 (cuda)

RAPIDS.ai

Python environment for working with RAPIDS.ai tools like cuDF, cuML, cuGraph, etc. all powered by NVIDIA GPUs.

Python 3.10 (cuda)
Python 3.10 (cuda)

LangChain

Python environment for working with the Langchain package and ecosystem. Tools include OpenAI libraries, google, etc.

Python 3.11
Python 3.8
Python 3.9
Python 3.10
Python 3.11
Python 3.8 (cuda)
Python 3.9 (cuda)
Python 3.10 (cuda)
Python 3.11 (cuda)

OpenAI

Python environment for working with OpenAI models and API such as GPT3, ChatGPT, etc. Contains the OpenAI Cookbook repository and dependencies including PyTorch, OpenAI Python library, and Scikit Learn

Python 3.10
Python 3.8
Python 3.9
Python 3.10
Python 3.8 (cuda)
Python 3.9 (cuda)
Python 3.10 (cuda)

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latex

Python research environment for live editing and writing in .tex files with the jupyter lab latex extension.

Python 3.11
Python 3.11

Modelbit

Python environment for working with the Modelbit package and ecosystem. Tools include modelbit and exploratory packages like sklearn, etc.

Python 3.10
Python 3.8
Python 3.9
Python 3.10
Python 3.8 (cuda)
Python 3.9 (cuda)
Python 3.10 (cuda)

Pinecone

Python environment for working with Pinecone and their powerful vector space via. python client. Contains the Pinecone examples repository and dependencies for vector integrations including PyTorch, Haystack, Transformers, Cohere, and the OpenAI Python library.

Python 3.10
Python 3.8
Python 3.9
Python 3.10
Python 3.8 (cuda)
Python 3.9 (cuda)
Python 3.10 (cuda)

Data Science

If you want the additional bells and whistles: Python, R, and Julia. Multiple languages with base packages.

Python 3.10
Python 3.8
Python 3.9
Python 3.10

Spark

The Jupyter Stacks spark image.

Python 3.10
Python 3.8
Python 3.9
Python 3.10