msaroufim

lectures

Material for gpu-mode lectures

neurips_llm_efficiency_challenge

NeurIPS Large Language Model Efficiency Challenge: 1 LLM + 1GPU + 1Day

awesome-profiling

Awesome utilities for performance profiling

C-compiler-optimizations

Description of commonly done compiler optimizations in C

ml-design-patterns

Software Architecture for ML engineers

multiple_dispatch

Why multiple dispatch lets you write composable code

ao

PyTorch native quantization and sparsity for training and inference

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

serve

Serve, optimize and scale PyTorch models in production

msaroufim/Data-Science-From-Scratch

Code Companion to Joel Grus' book

msaroufim/OpenAIGymInJupyterNotebook

How to run and visualize Open AI gym within a Jupyter notebook

msaroufim/awesome-robotics

A list of awesome Robotics resources

msaroufim/Things-I-like-about-Julia

msaroufim/Deep-Reinforcement-Learning-Hands-On

Hands-on Deep Reinforcement Learning, published by Packt

msaroufim/DeepReinforcementLearningInAction

Code from the Deep Reinforcement Learning in Action book from Manning, Inc

msaroufim/hello-pip

A sample app that shows how to submit your work as a Pypi package

msaroufim/animated-math-charts-resolve

How to do simple math animations using Da Vinci Resolve

msaroufim/CorrodedRobotics

A modern robotics library written in Rust http://modernrobotics.org/ 🤘

msaroufim/Golem

Monitor the performance of your robots

msaroufim/ReinforceJLTutorial

msaroufim/Turing.jl

Bayesian inference with probabilistic programming.

msaroufim/Useful-Jupyter-Tricks

Useful Jupyter Tricks in a Jupyter Notebook

msaroufim/YuriSDK

Interfaces you'll need to implement to train with www.yuri.ai

msaroufim/blender-projects

animated-blender

msaroufim/box2d-lite

A small 2D physics engine

msaroufim/dvc

⚡️Data & models versioning for ML projects, make them shareable and reproducible

msaroufim/examples

Example code and applications for machine learning on Graphcore IPUs

msaroufim/leaderboard-python

Leaderboards backed by Redis in Python

msaroufim/Modern-Robotics-Rust

Don't use this see instead https://github.com/msaroufim/CorrodedRobotics

msaroufim/msaroufim.github.io

msaroufim/p5js

Runway + p5.js 🐠

msaroufim/project-diaspora

msaroufim/retain-keras

Reimplementation of RETAIN Recurrent Neural Network in Keras

msaroufim/RigidBodyDynamicsTutorial

A tutorial on Rigid Body Dynamics in Julia

msaroufim/stable-baselines

Mirror of Stable-Baselines: a fork of OpenAI Baselines, implementations of reinforcement learning algorithms

msaroufim/tcs

Book in preparation: introduction to theoretical computer science

msaroufim/template_jit

A simple template jit compiler for a subset of Python

msaroufim/yanpanlau.github.io

Free and open-source Jekyll theme

msaroufim/zipline

The cd companion utility you've always wanted