Typst package for student reports at École polytechnique.

Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.

PyTorch deep learning projects made easy.

Modin: Scale your Pandas workflows by changing a single line of code

A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning

NumPy aware dynamic Python compiler using LLVM

Track emissions from Compute and recommend ways to reduce their impact on the environment.

Bayesian Modeling and Probabilistic Programming in Python

ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator

OpenVINO™ is an open-source toolkit for optimizing and deploying AI inference

Distribute and run LLMs with a single file.

Estimate Memory Consumption of LLMs Inference and Fine Tuning

Theano was a Python library that allows you to define, optimize, and evaluate mathematical expressions involving multi-dimensional arrays efficiently. It is being continued as PyTensor: www.github.…

Explain complex systems using visuals and simple terms. Help you prepare for system design interviews.

Parallel Loops in Python

Acceptance rates for the major AI conferences

Run any open-source LLMs, such as Llama 3.1, Gemma, as OpenAI compatible API endpoint in the cloud.

A high-throughput and memory-efficient inference and serving engine for LLMs

LLM101n: Let's build a Storyteller

A Python Library for Outlier and Anomaly Detection, Integrating Classical and Deep Learning Techniques

cuML - RAPIDS Machine Learning Library

Material for cuda-mode lectures

Machine Learning Engineering Open Book

Synthesizing Graphics Programs for Scientific Figures and Sketches with TikZ

Finetune Llama 3.1, Mistral, Phi & Gemma LLMs 2-5x faster with 80% less memory