Popular GitHub Repositories for Discrete

Accelerate local LLM inference and finetuning (LLaMA, Mistral, ChatGLM, Qwen, DeepSeek, Mixtral, Gemma, Phi, MiniCPM, Qwen-VL, MiniCPM-V, etc.) on Intel XPU (e.g., local PC with iGPU and NPU, discrete GPU such as Arc, Flex and Max); seamlessly integrate with llama.cpp, Ollama, HuggingFace, LangChain, LlamaIndex, vLLM, DeepSpeed, Axolotl, etc.

Concise pytorch implements of DRL algorithms, including REINFORCE, A2C, DQN, PPO(discrete and continuous), DDPG, TD3, SAC.

[ICLR 2025] SOTA discrete acoustic codec models with 40/75 tokens per second for audio language modeling

Pytorch implementation of 2D Discrete Wavelet (DWT) and Dual Tree Complex Wavelet Transforms (DTCWT) and a DTCWT based ScatterNet

Mastering Atari with Discrete World Models

MDPs and POMDPs in Julia - An interface for defining, solving, and simulating fully and partially observable Markov decision processes on discrete and continuous spaces.

(CVPR 2023) Pytorch implementation of “T2M-GPT: Generating Human Motion from Textual Descriptions with Discrete Representations”

Generation of protein sequences and evolutionary alignments via discrete diffusion models

DGMs for NLP. A roadmap.

HuBERT content encoders for: A Comparison of Discrete and Soft Speech Units for Improved Voice Conversion

Implementation of Bit Diffusion, Hinton's group's attempt at discrete denoising diffusion, in Pytorch

Simple (but often Strong) Baselines for POMDPs in PyTorch, ICML 2022

[CVPR 2023] LayoutDM: Discrete Diffusion Model for Controllable Layout Generation

PyTorch Implementation of REINFORCE for both discrete & continuous control

Tensorflow Implementation of the paper [Neural Discrete Representation Learning](https://arxiv.org/abs/1711.00937) (VQ-VAE).

Learning Discrete Structures for Graph Neural Networks (TensorFlow implementation)

Implementation of the algorithm in Python 3, TensorFlow and OpenAI Gym

[ICLR2023] Discrete Contrastive Diffusion for Cross-Modal Music and Image Generation (CDCD).

Loopy belief propagation for factor graphs on discrete variables in JAX

Official repository for "Speaking Style Conversion With Discrete Self-Supervised Units" (EMNLP 2023). https://arxiv.org/abs/2212.09730