seunghyunseo Goto Github PK

avandekleut.github.io

Personal website: Deep reinforcement learning, computational neuroscience and artificial intelligence.

awd-lstm-lm

LSTM and QRNN Language Model Toolkit for PyTorch

bark

🔊 Text-Prompted Generative Audio Model

bayesianoptimization

A Python implementation of global optimization with gaussian processes.

berkeley-deep-rl-pytorch-starter

Pytorch starter code for UC Berkeley's cs285 assignments

bolt

10x faster matrix and vector operations

byol-pytorch

Usable Implementation of "Bootstrap Your Own Latent" self-supervised learning, from Deepmind, in Pytorch

coach

Reinforcement Learning Coach by Intel AI Lab enables easy experimentation with state of the art Reinforcement Learning algorithms

ctc_beamsearch

ctc_beamsearch

ctcdecoder

Connectionist Temporal Classification (CTC) decoding algorithms: best path, beam search, lexicon search, prefix search, and token passing. Implemented in Python.

custom-diffusion

custom^2 diffusion

deepspeech.pytorch

Speech Recognition using DeepSpeech2.

deepspeedexamples

Example models using DeepSpeed

dissecting-reinforcement-learning

Python code, PDFs and resources for the series of posts on Reinforcement Learning which I published on my personal blog

dota2-expert-demo

Dota 2 bot that is trained by Deep RL with expert demonstrations

e2e-asr

PyTorch Implementations for End-to-End Automatic Speech Recognition

fastformers

FastFormers - highly efficient transformer models for NLU

fastpages

An easy to use blogging platform, with enhanced support for Jupyter Notebooks.

goodboychan.github.io

jupyter blog

gpustat

📊 A simple command-line utility for querying and monitoring GPU status

ilearndeeplearning.py

This repository contains small projects related to Neural Networks and Deep Learning in general. Subjects are closely linekd with articles I publish on Medium. I encourage you both to read as well as to check how the code works in the action.

lilac

Curate better data for LLMs

linear_cross_entropy_loss

A fusion of a linear layer and a cross entropy loss, written for pytorch in triton.

madmario

Interactive tutorial to build a learning Mario, for first-time RL learners

memory-transformer-xl

A variant of Transformer-XL where the memory is updated not with a queue, but with attention

min-fsdp

min-max-gpt

ml-from-scratch

Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.

moba_rl

Deep Reinforcement Learning for Multiplayer Online Battle Arena

neural_sp

End-to-end ASR/LM implementation with PyTorch