mahdi-shafiei Goto Github PK

llms-from-scratch

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

llms-in-science

llmspracticalguide

A curated list of practical guide resources of LLMs (LLMs Tree, Examples, Papers)

lorax

Multi-LoRA inference server that scales to 1000s of fine-tuned LLMs

machine-learning-and-simulation

All the handwritten notes 📝 and source code files 🖥️ used in my YouTube Videos on Machine Learning & Simulation (https://www.youtube.com/channel/UCh0P7KwJhuQ4vrzc3IRuw4Q)

machine-learning-for-proteins

Listing of papers about machine learning for proteins.

machine-learning-resource

makani

Massively parallel training of machine-learning based weather and climate models

marimo

A reactive notebook for Python — run reproducible experiments, execute as a script, deploy as an app, and version with git.

marker

Convert PDF to markdown quickly with high accuracy

matfree

Matrix-free linear algebra in JAX.

maxtext

A simple, performant and scalable Jax LLM!

md-agent

Molecular dynamics simulations with an LLM agent

megatron-lm

Ongoing research training transformer models at scale

ml-engineering

Machine Learning Engineering Open Book

ml-papers-explained

Explanation to key concepts in ML

ml-papers-of-the-week

🔥Highlighting the top ML papers every week.

ml-youtube-courses

📺 Discover the latest machine learning / AI courses on YouTube.

mowl

mOWL: Machine Learning library with Ontologies

navix

Accelerated minigrid environments with JAX

neural-pde-solver

neuralforecast

Scalable and user friendly neural :brain: forecasting algorithms.

neuraloperator

Learning in infinite dimension with neural operators.

neuromancer

Pytorch-based framework for solving parametric constrained optimization problems, physics-informed system identification, and parametric model predictive control.

nucleotide-transformer

🧬 Nucleotide Transformer: Building and Evaluating Robust Foundation Models for Human Genomics

open-llms

📋 A list of open LLMs available for commercial use.

openbiomed

openfold

Trainable, memory-efficient, and GPU-friendly PyTorch reproduction of AlphaFold 2

ott

Optimal Transport tools implemented with the JAX framework, to get auto-diff, parallel and jit-able computations.

panpipes

Multi-modal single cell analysis pipelines