ceys

langchain

🦜🔗 Build context-aware reasoning applications

the-algorithm

Source code for Twitter's Recommendation Algorithm

ChatTTS

ChatTTS is a generative speech model for daily dialogue.

InvokeAI

InvokeAI is a leading creative engine for Stable Diffusion models, empowering professionals, artists, and enthusiasts to generate and create visual media using the latest AI-driven technologies. The solution offers an industry leading WebUI, supports terminal use through a CLI, and serves as the foundation for multiple commercial products.

audiocraft

Audiocraft is a library for audio processing and generation with deep learning. It features the state-of-the-art EnCodec audio compressor / tokenizer, along with MusicGen, a simple and controllable music generation LM with textual and melodic conditioning.

semantic-kernel

Integrate cutting-edge LLM technology quickly and easily into your apps

ragflow

RAGFlow is an open-source RAG (Retrieval-Augmented Generation) engine based on deep document understanding.

GLM-130B

GLM-130B: An Open Bilingual Pre-Trained Model (ICLR 2023)

scribble-diffusion

Turn your rough sketch into a refined image using AI

ml-design-patterns

Source code accompanying O'Reilly book: Machine Learning Design Patterns

EasyRec

A framework for large scale recommendation algorithms.

awesome-ml4co

Awesome machine learning for combinatorial optimization papers.

book

「硬地骇客 - 两个月 $12000 ARR 实践之路」是由 硬地骇客 团队编著，本书是关于 Podwise 产品历程的忠实记录：内容包含 灵感 - 构建 - 发布 - 增长 - 复盘 五个章节。如果你觉得一个人读不够过瘾，欢迎加入「硬地骇客」官方知识星球与专家们一起讨论！Podwise 的故事才刚刚开始，我们也将在星球持续分享我们的认知，成功可能无法复制，但失败一定可以借鉴。现在就点击下方链接加入吧！

fortuna

A Library for Uncertainty Quantification.

CausalPy

A Python package for causal inference in quasi-experimental settings

contextualbandits

Python implementations of contextual bandits algorithms

zr-obp

Open Bandit Pipeline: a python library for bandit algorithms and off-policy evaluation

generative-recommenders

Repository hosting code used to reproduce results in "Actions Speak Louder than Words: Trillion-Parameter Sequential Transducers for Generative Recommendations" (https://arxiv.org/abs/2402.17152, ICML'24).

music-spectrogram-diffusion

pypop

PyPop7: A Pure-Python Library for POPulation-based Black-Box Optimization (BBO), especially their *Large-Scale* versions/variants. https://pypop.rtfd.io/

awesome-dynamic-pricing

😎 awesome dynamic pricing 💵

mr_uplift

Multiple Response Uplift (or heterogeneous treatment effects) package that builds and evaluates tradeoffs with multiple treatments and multiple responses

DiffRoll

PyTorch implementation of DiffRoll, a diffusion-based generative automatic music transcription (AMT) model

CIRS-codes

This is the official implementation for the paper: "CIRS: Bursting Filter Bubbles by Counterfactual Interactive Recommender System"

CausalEGM

A General Causal Inference Framework by Encoding Generative Modeling

DESCN

Implementation of paper DESCN, which is accepted in SIGKDD 2022.

coba

Contextual bandit benchmarking

Causal-Recommender-Systems

An index of causal inference based recommendation algorithms.

neural_lns

CCB

Simulation codes for combinatorial causal bandits.