Seunghyun SEO's repositories
custom-diffusion
custom^2 diffusion
avandekleut.github.io
Personal website: Deep reinforcement learning, computational neuroscience and artificial intelligence.
bark
🔊 Text-Prompted Generative Audio Model
BayesianOptimization
A Python implementation of global optimization with gaussian processes.
bolt
10x faster matrix and vector operations
coach
Reinforcement Learning Coach by Intel AI Lab enables easy experimentation with state of the art Reinforcement Learning algorithms
CTCDecoder
Connectionist Temporal Classification (CTC) decoding algorithms: best path, beam search, lexicon search, prefix search, and token passing. Implemented in Python.
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
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.
MadMario
Interactive tutorial to build a learning Mario, for first-time RL learners
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
PRML-1
PRML algorithms implemented in Python
PyTorch-Universal-Docker-Template
Template repository to build PyTorch projects from source on any version of PyTorch/CUDA/cuDNN.
reverse_eng_deepspeed_study
DeepSpeed Study, focused on reverse engineering and enhancing documentation
RNN-Transducer
MXNet implementation of RNN Transducer (Graves 2012): Sequence Transduction with Recurrent Neural Networks
seosh_pyctcdecode
A fast and lightweight python-based CTC beam search decoder for speech recognition.
seosh_speechbrain
A PyTorch-based Speech Toolkit
transducer-tutorial
Example code for a neural transducer model.
transformers
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
whisper.cpp
Port of OpenAI's Whisper model in C/C++