skywalker1990

python3-source-code-analysis

《Python 3 源码剖析》

system-design-questions

Problem statements on System Design and Software Architecture as part of Arpit's System Design Masterclass

Mastering-Transformers

Mastering Transformers, published by Packt

Learn-Git-in-30-days

這是 Will 保哥在 2013 第 6 屆 iT 邦幫忙鐵人賽年度大獎的得獎著作【30 天精通 Git 版本控管】，歡迎大家 fork 我，如果有看見任何文字勘誤，也歡迎利用 pull request 來通知我修正，謝謝！

FreeAdversarialTraining

PyTorch Implementation of Adversarial Training for Free!

Awesome-Neural-Logic

Awesome Neural Logic and Causality: MLN, NLRL, NLM, etc. 因果推断，神经逻辑，强人工智能逻辑推理前沿领域。

cockpit

Code for the anonymous submission "Cockpit: A Practical Debugging Tool for Training Deep Neural Networks"

Amazing-Feature-Engineering

Feature engineering is the process of using domain knowledge to extract features from raw data via data mining techniques. These features can be used to improve the performance of machine learning algorithms. Feature engineering can be considered as applied machine learning itself.

backtrader

Python Backtesting library for trading strategies

SPACES

端到端的长本文摘要模型（法研杯2020司法摘要赛道）

bayesian-torch

A library for Bayesian neural network layers and uncertainty estimation in Deep Learning extending the core of PyTorch

GPflux

Deep GPs built on top of TensorFlow/Keras and GPflow

AdvancedOptML

CS 7301: Spring 2021 Course on Advanced Topics in Optimization in Machine Learning

PythonPark

Python 开源项目之「自学编程之路」，保姆级教程：AI实验室、宝藏视频、数据结构、学习指南、机器学习实战、深度学习实战、网络爬虫、大厂面经、程序人生、资源分享。

FinML

Financial Machine Learning

fin-ml

This github repository of "Machine Learning and Data Science Blueprints for Finance". Please star.

nn_vis

A project for processing neural networks and rendering to gain insights on the architecture and parameters of a model through a decluttered representation.

lda2vec

leetcode_101

LeetCode 101：和你一起你轻松刷题（C++）

LeetCode-Go

✅ Solutions to LeetCode by Go, 100% test coverage, runtime beats 100% / LeetCode 题解

probability

Probabilistic reasoning and statistical analysis in TensorFlow

scalable-data-science

Scalable Data Science, course sets in big data Using Apache Spark over databricks and their mathematical, statistical and computational foundations using SageMath.

awesome-online-machine-learning

:bookmark_tabs: Online machine learning resources

fastseq

An efficient implementation of the popular sequence models for text generation, summarization, and translation tasks. https://arxiv.org/pdf/2106.04718.pdf

vega

AutoML tools chain

Top2Vec

Top2Vec learns jointly embedded topic, document and word vectors.

GSDMM

LightLDA

Scalable, fast, and lightweight system for large-scale topic modeling

tf-lda

Latent Dirichlet Allocation using TensorFlow

KeyBERT

Minimal keyword extraction with BERT