linyubupa's repositories
annotated_deep_learning_paper_implementations
🧑🏫 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit), optimizers (adam, radam, adabelief), gans(dcgan, cyclegan, stylegan2), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, etc. 🧠
causalml
Uplift modeling and causal inference with machine learning algorithms
causalnex
A Python library that helps data scientists to infer causation rather than observing correlation.
CDR
This is the repository of the NeurIPS 2021 paper "Curriculum Disentangled Recommendation withNoisy Multi-feedback"
chinese_chatbot_corpus
中文公开聊天语料库
CIKM2020-S3Rec
Code for CIKM2020 "S3-Rec: Self-Supervised Learning for Sequential Recommendation with Mutual Information Maximization"
ColossalAI
Making big AI models cheaper, easier, and more scalable
deep-significance
Enabling easy statistical significance testing for deep neural networks.
eat_tensorflow2_in_30_days
Tensorflow2.0 🍎🍊 is delicious, just eat it! 😋😋
fabric
Hyperledger Fabric is an enterprise-grade permissioned distributed ledger framework for developing solutions and applications. Its modular and versatile design satisfies a broad range of industry use cases. It offers a unique approach to consensus that enables performance at scale while preserving privacy.
flash-attention
Fast and memory-efficient exact attention
Megatron-LM
Ongoing research training transformer models at scale
minRLHF
A (somewhat) minimal library for finetuning language models with PPO on human feedback.
nerf2mesh
[ICCV2023] Delicate Textured Mesh Recovery from NeRF via Adaptive Surface Refinement
Open-Llama
The complete training code of the open-source high-performance Llama model, including the full process from pre-training to RLHF.
OpenPrompt
An Open-Source Framework for Prompt-Learning.
ps-lite
A lightweight parameter server interface
PyTorchDocs
PyTorch 官方中文教程包含 60 分钟快速入门教程，强化教程，计算机视觉，自然语言处理，生成对抗网络，强化学习。欢迎 Star，Fork！
QUANTAXIS
QUANTAXIS 支持任务调度 分布式部署的 股票/期货/期权/港股/虚拟货币 数据/回测/模拟/交易/可视化/多账户 纯本地量化解决方案
ragas
Evaluation framework for your Retrieval Augmented Generation (RAG) pipelines
RealtimeSTT
A robust, efficient, low-latency speech-to-text library with advanced voice activity detection, wake word activation and instant transcription. Designed for real-time applications like voice assistants.
Reco-papers
Classic papers and resources on recommendation
RSPapers
A Curated List of Must-read Papers on Recommender System.
spark-iforest
Isolation Forest on Spark
Weighted-low-rank-factorization-Pytorch
PyTorch implementation of Language model compression with weighted low-rank factorization