Hussein Lezzaik's Projects
List of AI-assistant tools for software development
A curated index to track AI-powered products.
Audiocraft is a library for audio processing and generation with deep learning. It features the state-of-the-art EnCodec audio compressor / tokenizer, along with MusicGen, a simple and controllable music generation LM with textual and melodic conditioning.
crypto stuff
A simple Perplexity AI clone.
Minimal DSA implementations
"Rendez-vous" algorithm for multi mobile-robotics control
Operational Research minimal implementations
Deep learning model powered by Graph Neural Networks and Reinforcement Learning for multi-robot path planning at @Inria
Q-Learning and Deep Q-Learning for a Inverted Pendulum.
DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.
Data fusion methods that improve the localization estimates of two communicating vehicles equipped with a LIDAR
The release repo for "Vicuna: An Open Chatbot Impressing GPT-4"
Classification of Human Gestures using different models like AlexNet, VGG16, ResNet pre-trained on ImageNet
Simple and efficient pytorch-native transformer text generation in <1000 LOC of python.
Code for building GNNs, and Classification/Regression of Nodes/Links/Graphs
/root
my blog
my blog
Movebase configs to get started with Jetbot and the ZED2 camera
Never ending list of language models
Inference Llama 2 in one file of pure C
LLM training in simple, raw C/CUDA
Ongoing research training transformer models at scale
A tiny scalar-valued autograd engine and a neural net library on top of it with PyTorch-like API
Minimal, clean code for the Byte Pair Encoding (BPE) algorithm commonly used in LLM tokenization.
ML fundamentals resources
interesting stuff on ML research
ML training runs of different architectures