lujinxuan-fang Goto Github PK

224w

224W PROJECT

50projects50days

50+ mini web projects using HTML, CSS & JS

chinese-clip

Chinese version of CLIP which achieves Chinese cross-modal retrieval and representation generation.

cleanrl

High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features

compgcn

ICLR 2020: Composition-Based Multi-Relational Graph Convolutional Networks

complexeventextraction

A concept and obvious expression pattern collection of Chinese compound event extraction which then be evolved into ComplexEventGraph，本项目提出了中文复合事件的概念与显式模式，包括条件事件、因果事件、顺承事件、反转事件等事件抽取，并形成事理图谱。

crimekgassitant

Crime assistant including crime type prediction and crime consult service based on nlp methods and crime kg,罪名法务智能项目,内容包括856项罪名知识图谱, 基于280万罪名训练库的罪名预测,基于20W法务问答对的13类问题分类与法律资讯问答功能.

deep-reinforcement-learning-algorithms-with-pytorch

PyTorch implementations of deep reinforcement learning algorithms and environments

deepfork

DeepFork: Supervised Prediction of Information Diffusion in GitHub

deeplearning-project

deepleaning-learn-from-kaggle

examples

Analyze the unstructured data with Towhee, such as reverse image search, reverse video search, audio classification, question and answer systems, molecular search, etc.

graphwave

graphwavemachine

A scalable implementation of "Learning Structural Node Embeddings Via Diffusion Wavelets (KDD 2018)".

grid2op-sac

handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

hsrl

Learning Topological Representation for Networks via Hierarchical Sampling

javascript-style-guide

:closed_book: คู่มือแนะนำสไตล์การเขียนจาวาสคริปต์ (JavaScript Style Guide)

jax

Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

l2rpn_nips_2020_a_ppo_solution

This is a solution for L2RPN_NIPS_Competitions_2020, and it wins 2nd prize.

labelpropagation

A NetworkX implementation of Label Propagation from a "Near Linear Time Algorithm to Detect Community Structures in Large-Scale Networks" (Physical Review E 2008).

machine_learning_code_implementation

Mathematical derivation and pure Python code implementation of machine learning algorithms.

machine_learning_tutorials

Code, exercises and tutorials of my personal blog ! 📝

netcondense

Temporal Network Summarization Algorithm

netrate

Netrate Matlab/CVX

node2vec

personrelationknowledgegraph

ChinesePersonRelationGraph, person relationship extraction based on nlp methods.中文人物关系知识图谱项目,内容包括中文人物关系图谱构建,基于知识库的数据回标,基于远程监督与bootstrapping方法的人物关系抽取,基于知识图谱的知识问答等应用。

pna

Implementation of Principal Neighbourhood Aggregation for Graph Neural Networks in PyTorch, DGL and PyTorch Geometric

policy-gradient-methods

Implementation of Algorithms from the Policy Gradient Family. Currently includes: A2C, A3C, DDPG, TD3, SAC

powergrid-sac-grid2op

predicting-path-failure-in-time-evolving-graphs

The source code of kdd2019 project