bioatmosphere

bioatmosphere's Stars

• geekan/MetaGPT

  🌟 The Multi-Agent Framework: First AI Software Company, Towards Natural Language Programming

  Language:Python43.6k8986275.2k

• rasbt/LLMs-from-scratch

  Implementing a ChatGPT-like LLM in PyTorch from scratch, step by step

  Language:Jupyter Notebook26.8k298843k

• trekhleb/homemade-machine-learning

  🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained

  Language:Jupyter Notebook23k937274.1k

• OpenEmu/OpenEmu

  🕹 Retro video game emulation for macOS

  Language:Swift16.1k4204.4k1.3k

• networkx/networkx

  Network Analysis in Python

  Language:Python14.7k2793.2k3.2k

• vosen/ZLUDA

  CUDA on ??? GPUs

  Language:Rust8.9k128162595

• pymc-devs/pymc

  Bayesian Modeling and Probabilistic Programming in Python

  Language:Python8.6k2243.3k2k

• jeffgerickson/algorithms

  Bug-tracking for Jeff's algorithms book, notes, etc.

  7.9k3142901k

• aladdinpersson/Machine-Learning-Collection

  A resource for learning about Machine learning & Deep Learning

  Language:Python7.5k1151242.7k

• py-why/dowhy

  DoWhy is a Python library for causal inference that supports explicit modeling and testing of causal assumptions. DoWhy is based on a unified language for causal inference, combining causal graphical models and potential outcomes frameworks.

  Language:Python7k137474922

• Farama-Foundation/Gymnasium

  An API standard for single-agent reinforcement learning environments, with popular reference environments and related utilities (formerly Gym)

  Language:Python6.8k39444760

• DEAP/deap

  Distributed Evolutionary Algorithms in Python

  Language:Python5.8k1915171.1k

• togethercomputer/MoA

  Together Mixture-Of-Agents (MoA) – 65.1% on AlpacaEval with OSS models

  Language:Python2.5k3318351

• decodingml/llm-twin-course

  🤖 𝗟𝗲𝗮𝗿𝗻 for 𝗳𝗿𝗲𝗲 how to 𝗯𝘂𝗶𝗹𝗱 an end-to-end 𝗽𝗿𝗼𝗱𝘂𝗰𝘁𝗶𝗼𝗻-𝗿𝗲𝗮𝗱𝘆 𝗟𝗟𝗠 & 𝗥𝗔𝗚 𝘀𝘆𝘀𝘁𝗲𝗺 using 𝗟𝗟𝗠𝗢𝗽𝘀 best practices: ~ 𝘴𝘰𝘶𝘳𝘤𝘦 𝘤𝘰𝘥𝘦 + 12 𝘩𝘢𝘯𝘥𝘴-𝘰𝘯 𝘭𝘦𝘴𝘴𝘰𝘯𝘴

  Language:Python2.4k5912399

• jrfiedler/causal_inference_python_code

  Python code for part 2 of the book Causal Inference: What If, by Miguel Hernán and James Robins

  Language:Jupyter Notebook1.2k512385

• evolutionaryscale/esm

  Language:Python1.1k2170122

• ipython-books/cookbook-2nd

  IPython Cookbook, Second Edition, by Cyrille Rossant, Packt Publishing 2018

  Language:Python940497250

• mpi4py/mpi4py

  Python bindings for MPI

  Language:Python79017173119

• google-research/neuralgcm

  Hybrid ML + physics model of the Earth's atmosphere

  Language:Python614114365

• qiime2/qiime2

  Official repository for the QIIME 2 framework.

  Language:Python46838359234

• probabilistic-numerics/probnum

  Probabilistic Numerics in Python.

  Language:Python434830056

• picrust/picrust2

  Code, unit tests, and tutorials for running PICRUSt2

  Language:Python31924315104

• ESCOMP/CTSM

  Community Terrestrial Systems Model (includes the Community Land Model of CESM)

  Language:Fortran302341.9k307

• wwood/CoverM

  Read coverage calculator for metagenomics

  Language:Rust2961116029

• natcap/invest

  InVEST®: models that map and value the goods and services from nature that sustain and fulfill human life.

  Language:Python1591281365

• picrust/picrust

  Phylogenetic Investigation of Communities by Reconstruction of Unobserved STates (PICRUST): Official repository for software and unit tests

  Language:Python891912339

• EDmodel/ED2

  Ecosystem Demography Model

  Language:Fortran7837234112

• carpentries-lab/metagenomics-analysis

  Data Processing and Visualization for Metagenomics

  Language:Python996029

• DEMENT-Model/DEMENT_toy

  This is a repository to test my ideas for my DEMENT simulations.

  Language:Jupyter Notebook1100

• leavesandlemmas/ESA2022

  presentation

  Language:Python1