fishing001's repositories
annotated_deep_learning_paper_implementations
🧑🏫 50! Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
bert
TensorFlow code and pre-trained models for BERT
Brain-Cog
Brain-inspired Cognitive Intelligence Engine (BrainCog) is a brain-inspired spiking neural network based platform for Brain-inspired Artificial Intelligence and simulating brains at multiple scales. The long term goal of BrainCog is to provide a comprehensive theory and system to decode the mechanisms and principles of human intelligence and its evolution, and develop artificial brains for brain-inspired conscious living AI in future Human-AI symbiotic Society.
causal-inference-tutorial
Repository with code and slides for a tutorial on causal inference.
chinese-poetry
The most comprehensive database of Chinese poetry 🧶最全中华古诗词数据库, 唐宋两朝近一万四千古诗人, 接近5.5万首唐诗加26万宋诗. 两宋时期1564位词人，21050首词。
ColossalAI
Colossal-AI: A Unified Deep Learning System for Large-Scale Parallel Training
ConvNetDraw
Draw multi-layer neural network in your browser
datasets_knowledge_embedding
Datasets for Knowledge Graph Completion with textual information about the entities
dowhy
DoWhy is a Python library for causal inference that supports explicit modeling and testing of causal assumptions. DoWhy is based on a unified language for causal inference, combining causal graphical models and potential outcomes frameworks.
GATNE
Source code and dataset for KDD 2019 paper "Representation Learning for Attributed Multiplex Heterogeneous Network"
gensim
Topic Modelling for Humans
GMNN
Graph Markov Neural Networks
GoWxDump
SharpWxDump的Go语言版。微信客户端取证，获取信息(微信号、手机号、昵称)，微信聊天记录分析(Top N聊天的人、统计聊天最频繁的好友排行、关键词列表搜索等)
grape
🍇 GRAPE is a Rust/Python Graph Representation Learning library for Predictions and Evaluations
iPERCore
Liquid Warping GAN with Attention: A Unified Framework for Human Image Synthesis
KGs-Survey
This is a repository of knowledge graphs survey paper that will be updated periodically.
Machine-Learning-in-Action
⚡️⚡️⚡️《机器学习实战》代码（基于Python3）🚀
model_causal_inference_example
因果推断虚构案例, 演示 standardizing 和 IP weighting 两种方法
multirelational-poincare
Multi-relational Poincaré Graph Embeddings
office_handwriting
手写文章生成脚本，可模仿手写字体。
OpenKE
An Open-Source Package for Knowledge Embedding (KE)
Probabilistic-Programming-and-Bayesian-Methods-for-Hackers
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
review
Repository of scripts and data for the "Robustness and resilience of complex networks" paper by Oriol Artime, Marco Grassia, Manlio De Domenico, James P. Gleeson, Hernán A. Makse, Giuseppe Mangioni, Matjaž Perc and Filippo Radicchi, published at Nature Review Physics (2024). https://doi.org/10.1038/s42254-023-00676-y
s2client-proto
StarCraft II Client - protocol definitions used to communicate with StarCraft II.
ThinkComplexity2
Book and code for Think Complexity, 2nd edition
VivaGraphJS
Graph drawing library for JavaScript
WeChatMsg
提取微信聊天记录，将其导出成HTML、Word、CSV文档永久保存，对聊天记录进行分析生成年度聊天报告