jamesliu/machine-learning

Stars
1
Language
R
Created about 12 years ago
Updated almost 12 years ago

jamesliu/machine-learning

jamesliu

There are no reviews yet. Be the first to send feedback to the community and the maintainers!

kaggle_cifar-10_mxnet

Jupyter Notebook

nanoPPO

An efficient implementation of the Proximal Policy Optimization (PPO) algorithm with linear and attention policy for reinforcement learning.

nanoDPO

A nimble and innovative implementation of the Direct Preference Optimization (DPO) algorithm with Causal Transformer and LSTM model, inspired by the paper of DPO in fine-tuning unsupervised Language Models

clojure_findutils

create utilities such as find

nChain

a flexible and efficient implementation to create LLM bots over extensible dataset.

nanoTransformer

A PyTorch-based featuring an efficiently implemented Transformer model. The core of our attention mechanisms is powered by torch.einsum, ensuring clean, readable, and highly optimized tensor operations.

speech_recognition_hmm

Jupyter Notebook