Jiyang (Mark) Tang's starred repositories
text_search
Some fast-ish algorithms for batch text search in moderate-sized collections, intended for data cleanup
sherpa-onnx
Speech-to-text, text-to-speech, speaker diarization, and VAD using next-gen Kaldi with onnxruntime without Internet connection. Support embedded systems, Android, iOS, Raspberry Pi, RISC-V, x86_64 servers, websocket server/client, C/C++, Python, Kotlin, C#, Go, NodeJS, Java, Swift, Dart, JavaScript, Flutter, Object Pascal, Lazarus, Rust
paper-tips-and-tricks
Best practice and tips & tricks to write scientific papers in LaTeX, with figures generated in Python or Matlab.
tuning_playbook
A playbook for systematically maximizing the performance of deep learning models.
PaLM-rlhf-pytorch
Implementation of RLHF (Reinforcement Learning with Human Feedback) on top of the PaLM architecture. Basically ChatGPT but with PaLM
rigs-of-rods
Main development repository for Rigs of Rods soft-body physics simulator
annotated_deep_learning_paper_implementations
🧑🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
3d-game-shaders-for-beginners
🎮 A step-by-step guide to implementing SSAO, depth of field, lighting, normal mapping, and more for your 3D game.
CodeSearchNet
Datasets, tools, and benchmarks for representation learning of code.
Slurm_tools
My tools for the Slurm HPC workload manager
space-engineers-ai-spaceship-generator
Release repo for the AI Spaceship Generator project
ai-audio-startups
Community list of startups working with AI in audio and music technology
espnet_onnx
Onnx wrapper for espnet infrernce model
datasets-CMU_Wilderness
CMU Wilderness Multilingual Speech Dataset