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/How-to-make-AI-for-video-games-using-Reinforcement-Learning

msaroufim/keras-rl

Deep Reinforcement Learning for Keras.

msaroufim/DQN-using-PyTorch-and-ML-Agents

A simple example of how to implement vector based DQN using PyTorch and a ML-Agents environment

msaroufim/MLblog

Source code of my blog, powered by jekyll and mathjax

msaroufim/ModernRobotics

Modern Robotics: Mechanics, Planning, and Control Code Library --- The primary purpose of the provided software is to be easy to read and educational, reinforcing the concepts in the book. The code is optimized neither for efficiency nor robustness.

msaroufim/roboschool

Open-source software for robot simulation, integrated with OpenAI Gym.

msaroufim/BalancingBalls

Balls Balanced on platforms trained using Proximal Policy iteration within Unity (extension of existing tutorial)

msaroufim/baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

msaroufim/blog

for code created as part of http://studywolf.wordpress.com

msaroufim/cuckoo

Cuckoo Sandbox is an automated dynamic malware analysis system

msaroufim/deepvo

DeepVO for Visual Odometry Implementation using Tensorflow

msaroufim/Flux.jl

Relax! Flux is the ML library that doesn't make you tensor

msaroufim/helio-workstation

One music sequencer for all major platforms, both desktop and mobile

msaroufim/jupyter-notify

A Jupyter Notebook magic for browser notifications of cell completion

msaroufim/leaf

Open Machine Intelligence Framework for Hackers. (GPU/CPU)

msaroufim/ml-agents

Unity Machine Learning Agents

msaroufim/Mosh-Pit-Unity-Simulator

Skeleton for a video game based on mosh pits written in Unity

msaroufim/openai_lab

An experimentation framework for Reinforcement Learning using OpenAI Gym, Tensorflow, and Keras.

msaroufim/ProjectPorcupine

Project Porcupine: A Base-Building Game...in Space!

msaroufim/Pytorch-DQN

Learning Pytorch

msaroufim/reinforce

Reinforcement learning in haskell

msaroufim/retro

Retro Games in Gym

msaroufim/rl

RL experiments

msaroufim/RL-CLI

Run any RL algorithm from Open AI baselines on any game in Open AI retro

msaroufim/rl-zoo

PyTorch implementation of various reinforcement learning algorithms

msaroufim/rurel

Flexible, reusable reinforcement learning (Q learning) implementation in Rust

msaroufim/s2client-api

StarCraft II Client - C++ library supported on Windows, Linux and Mac designed for building scripted bots and research using the SC2API.

msaroufim/Soccer-Agents-with-Moba-abilities-trained-via-self-play

msaroufim/Startcraft_pysc2_minigames

Startcraft II Machine Learning research with DeepMind pysc2 python library .mini-games and agents.

msaroufim/Unity-Scream-Piano-Event-system-tutorial

See repo name