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bookcode_edition1

books

运维之道

bookskeeper

对各类图书资源的收集。大量计算机、AI方面书籍。

break-the-ice-with-python

The repository is about 100+ python programming exercise problem discussed, explained, and solved in different ways

build-kg-from-scratch

c-language-learning

主要是针对不同的书 或者 网站 对 C语言的学习

captum

Model interpretability and understanding for PyTorch

carla

CARLA: A Python Library to Benchmark Algorithmic Recourse and Counterfactual Explanation Algorithms

case-study-ml-netflix-movie-recommendation-system

A Machine Learning Case Study for Recommendation System of movies based on collaborative filtering and content based filtering.

catalogue_by_zpeng1989

自己项目整理的目录文件，方便查找，持续更新中

causal-inference-and-discovery-in-python

Causal Inference and Discovery in Python by Packt Publishing

causal-learn

Causal Discovery for Python. Translation and extension of the Tetrad Java code.

causal_reading_group

We will keep updating the paper list about machine learning + causal theory. We also internally discuss related papers between NExT++ (NUS) and LDS (USTC) by week.

causalinference

causalinferenceintro

Causal Inference for the Brave and True的中文翻译版。全部代码基于Python，适用于计量经济学、量化社会学、策略评估等领域。英文版原作者：Matheus Facure

causality

causality_zh

"Causality: Models, Reasoning, and Inference-Judea Pearl(2009)"中文翻译及学习笔记

causalnex

A Python library that helps data scientists to infer causation rather than observing correlation.

causalpy

A Python package for causal inference in quasi-experimental settings

cf-feasibility

Code accompanying the paper "Preserving Causal Constraints in Counterfactual Explanations for Machine Learning Classifiers"

cfai

A collection of algorithms of counterfactual explanations.

champs_kaggle

Collection of code and data related to the CHAMPS kaggle competition

chemnlp

ChemNLP project

chemrxnextractor

Toolkit for Chemical Reaction Extraction from Scientific Literature (JCIM 2021)

circuitsvis

Mechanistic Interpretability Visualizations using React

cnn-from-scratch

A Convolutional Neural Network implemented from scratch (using only numpy) in Python.

cohortintgrad

Integrated Gradient Cohort Shapley

cohortshapley

Cohort Shapley: A local explanation method for black box prediction with only observed data

compas-analysis

Data and analysis for 'Machine Bias'

continuousparetomtl

[ICML 2020] PyTorch Code for "Efficient Continuous Pareto Exploration in Multi-Task Learning"