Pinned Repositories
ai-economist
Foundation is a flexible, modular, and composable framework to model socio-economic behaviors and dynamics with both agents and governments. This framework can be used in conjunction with reinforcement learning to learn optimal economic policies, as done by the AI Economist (https://www.einstein.ai/the-ai-economist).
ai-roadmap
ApacheCN AI 路线图（知识树）
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, ... 🧠
awesome-algorithm
刷题训练指南
awesome-causality-algorithms
An index of algorithms for learning causality with data
awesome-causality-data
A data index for learning causality.
awesome-fairness-in-ai
A curated list of awesome Fairness in AI resources
awesome-fairness-papers
Papers on fairness in NLP
bartpy
Bayesian Additive Regression Trees For Python
causal-network-embeddings
Software and pre-processed data for "Using Embeddings to Correct for Unobserved Confounding in Networks"
FFFinale's Repositories
FFFinale/causality-fairness
References for Papers at the Intersection of Causality and Fairness
FFFinale/CEVAE
Causal Effect Inference with Deep Latent-Variable Models
FFFinale/CEVAE_pytorch
FFFinale/cleaningdata
homwork
FFFinale/coursera-math-for-ml-linear-algebra
Mathematics for Machine Learning: Linear Algebra - Coursera - Imperial College London
FFFinale/courses
Course materials for the Data Science Specialization: https://www.coursera.org/specialization/jhudatascience/1
FFFinale/cs229t
Statistical Learning Theory (CS229T) Lecture Notes
FFFinale/datasciencecoursera
FFFinale/datasharing
The Leek group guide to data sharing
FFFinale/deep-learning-with-python-notebooks
Jupyter notebooks for the code samples of the book "Deep Learning with Python"
FFFinale/EDA
FFFinale/ExploratoryData
FFFinale/ExploratoryDataAnalysisProject1
FFFinale/Explotor
FFFinale/finale
FFFinale/gettingandcleaningdata
FFFinale/jindongwang-MachineLearning
FFFinale/kaggle
this is kaggle competition code repo
FFFinale/keras-docs-zh
Chinese (zh-cn) translation of the Keras documentation.
FFFinale/Mathematics-for-Machine-Learning
This repository contains the code for all the programming tasks of the Mathematics for Machine Learning courses taught at Coursera by Imperial College London
FFFinale/nlp_course
YSDA course in Natural Language Processing
FFFinale/notears-1
Implementation of "DAGs with NO TEARS: Smooth Optimization for Structure Learning", by Zheng et al. (2018)
FFFinale/NTU_ML2017_Hung-yi-Lee_HW
NTU ML2017 Spring and Fall Homework Hung-yi_Li 李宏毅老师 机器学习课程作业
FFFinale/pandas-tutorial
适合初级到中级晋升者，有了体系之后就看熟练度了。
FFFinale/RepData_PeerAssessment1
Peer Assessment 1 for Reproducible Research
FFFinale/Reproducible
FFFinale/ReproducibleResearch
FFFinale/thesis
Danqi Chen's PhD Thesis
FFFinale/ThinkStats2
Text and supporting code for Think Stats, 2nd Edition