Stars
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。
MLGB is a library that includes many models of CTR Prediction & Recommender System by TensorFlow & PyTorch. 「妙计包」是一个包含50+点击率预估和推荐系统深度模型的、通过TensorFlow和PyTorch撰写的库。
搜索、推荐、广告、用增等工业界实践文章收集（来源：知乎、Datafuntalk、技术公众号）
Implementation of the paper: WeaverBird: Empowering Financial Decision-Making with Large Language Model, Knowledge Base, and Search Engine
EasyTPP: Towards Open Benchmarking Temporal Point Processes
手写实现李航《统计学习方法》书中全部算法
《可解释的机器学习--黑盒模型可解释性理解指南》，该书为《Interpretable Machine Learning》中文版
C++ DataFrame for statistical, financial, and ML analysis in modern C++
Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filte…
Implementation of Diffusion Convolutional Recurrent Neural Network in Tensorflow
A Hyperparameter Tuning Library for Keras
Python package built to ease deep learning on graph, on top of existing DL frameworks.
Interesting resources related to XAI (Explainable Artificial Intelligence)
Feature selector is a tool for dimensionality reduction of machine learning datasets
Pytorch implementation of the Graph Attention Network model by Veličković et. al (2017, https://arxiv.org/abs/1710.10903)
Collection of open data resources for traffic information
A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.
A technical report on convolution arithmetic in the context of deep learning
Spatio-temporal modeling 论文列表（主要是graph convolution相关)
All Algorithms implemented in Python
List of tools & datasets for anomaly detection on time-series data.
Implementation of Graph Convolutional Networks in TensorFlow
Scientific time series and deep learning state of the art
The notes of Adrew Ng's coursera course: deeplearning.ai. Glad to answer any related questions, just email me.
Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.