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100-pandas-puzzles

100 short data puzzles for pandas, ranging from very easy to super tricky (60% complete)

2-ways-of-writing-fibonacci-numbers

30-days-of-ml-kaggle

Machine learning beginner to Kaggle competitor in 30 days. Non-coders welcome. The program starts Monday, August 2, and lasts four weeks. It's designed for people who want to learn machine learning.

airflow-on-fargate-ml-model

Use MWAA run on Fargate to run a simple ML model image

algorithm-note

该系列包括数组，链表，树，图，递归，DP，有序表等相关数据结构与算法的讲解及代码实现。

algorithm-stone

ACM/LeetCode算法竞赛路线图，最全的算法学习地图！

applied-ml

📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.

classiccomputerscienceproblemsinpython

Source Code for the Book Classic Computer Science Problems in Python

cmu-cs11-711

Solutions of the CMU Advanced Natural Language Processing Course

cmu-cs11-737

Solutions of the CMU Multilingual Natural Language Processing Course

cmu-low-resource-2020

A walk through the exercises of the CMU Low Resource NLP Bootcamp 2020

coding-interview-university

A complete computer science study plan to become a software engineer.

computer-science

:mortar_board: Path to a free self-taught education in Computer Science!

cs224n-2019

My completed implementation solutions for CS224N 2019

cs228_pgm

🌀 Stanford CS 228 - Probabilistic Graphical Models

cs236

cs236_dgm

🦍 Stanford CS236 : Deep Generative Models

cs236_project

Gated VAE

cs330-meta-learning

ctci-6th-edition

Cracking the Coding Interview 6th Ed. Solutions

cvxpy

A Python-embedded modeling language for convex optimization problems.

data-science

:bar_chart: Path to a free self-taught education in Data Science!

deep-learning

Repo for the Deep Learning Nanodegree Foundations program.

deep-learning-1

deep-learning-v2-pytorch

Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101

deep-learning-with-pytorch

Deep Learning with PyTorch, published by Packt

deep-reinforcement-learning

Repo for the Deep Reinforcement Learning Nanodegree program

deepfacelab

DeepFaceLab is a tool that utilizes machine learning to replace faces in videos. Includes prebuilt ready to work standalone Windows 7,8,10 binary (look readme.md).

deeplearning

Python for《Deep Learning》，该书为《深度学习》(花书) 数学推导、原理剖析与源码级别代码实现

deeplearning-models

A collection of various deep learning architectures, models, and tips