XλRI-U5's Projects
AI notebooks
A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning
A chemistry package!
🧪 A comprehensive chemistry library for Python.
High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)
fast.ai computational linear algebra course
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Free Data Engineering course!
My notes from the Deep Learning for the Life Sciences book by Bharath Ramsundar
Stable Diffusion in Production
My notes on deep learning papers
Implementation of DreamerV3: Mastering Diverse Domains through World Models
A fault-tolerant elastic training framework for PyTorch
A python package for electricity and magnetism
Experiment codebase for chemchem package
experiment codebase
The fastai deep learning library
https://www.youtube.com/playlist?list=PLfYUBJiXbdtRL3FMB3GoWHRI8ieU6FhfM
A PyTorch implementation of Model Parallelism and ZeRO Optimizer
Fast ML production
Implementation of FlashAttention: Fast and Memory-Efficient Exact Attention with IO-Awareness
Code for FSDL Breaking down parallelism in Megatron-LM
Source for https://fullstackdeeplearning.com
a chemistry package