lfnian's starred repositories
ultralytics
Ultralytics YOLO11 🚀
public-apis
A collective list of free APIs
awesome-kan
A comprehensive collection of KAN(Kolmogorov-Arnold Network)-related resources, including libraries, projects, tutorials, papers, and more, for researchers and developers in the Kolmogorov-Arnold Network field.
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.
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, ... 🧠
Awesome-LLM-Inference
📖A curated list of Awesome LLM Inference Paper with codes, TensorRT-LLM, vLLM, streaming-llm, AWQ, SmoothQuant, WINT8/4, Continuous Batching, FlashAttention, PagedAttention etc.
Awesome-Chinese-LLM
整理开源的中文大语言模型，以规模较小、可私有化部署、训练成本较低的模型为主，包括底座模型，垂直领域微调及应用，数据集与教程等。
efficient-kan
An efficient pure-PyTorch implementation of Kolmogorov-Arnold Network (KAN).
Data-Copilot
Data-Copilot: Bridging Billions of Data and Humans with Autonomous Workflow
instructor-embedding
[ACL 2023] One Embedder, Any Task: Instruction-Finetuned Text Embeddings
remote-jobs
A list of semi to fully remote-friendly companies (jobs) in tech.
Machine-Learning-Notes
白板推导系列课程笔记 初版
transformers
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
timeseries-clustering-vae
Variational Recurrent Autoencoder for timeseries clustering in pytorch
pairstrade-fyp-2019
We tested 3 approaches for Pair Trading: distance, cointegration and reinforcement learning approach.
rap2-delos
阿里妈妈前端团队出品的开源接口管理工具RAP第二代
open_spiel
OpenSpiel is a collection of environments and algorithms for research in general reinforcement learning and search/planning in games.