JITx
AI Projects and Software Engineering
by Artur A. Galstyan
Posts
2024-06-23
Monte Carlo Tree Search
2024-04-09
Polars - The Better Pandas?
2024-03-24
Striving for Simplicity and so Should You
2024-01-02
Full Celery, Flower, RabbitMQ and Grafana ML Deployment Guide
2024-01-02
Proximal Policy Optimization
2023-11-26
Improving Policy Gradients
2023-11-19
REINFORCE - Policy Gradient
2023-11-05
Deploy your ML Model with Celery, RabbitMQ and FastAPI
2023-11-04
KV Caching
2023-10-19
RoPE Embeddings
2023-09-21
Multihead-Attention Deepdive
2023-08-21
Learning the Transformer
2023-03-24
Basics of Reinforcement Learning
2023-01-31
Convolutional Neural Network from Scratch
2022-07-15
Neural Network from Scratch
Projects
statedict2pytree -
Converts a PyTorch state_dict into a JAX pytree
Jaxonloader -
A simple and fast dataloader
Jaxonmodels -
A bunch of models implemented in JAX (WIP)
Tutorials
JAX - The ML library you Should be Using