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algorithm-interview

算法工程师(人工智能CV方向)面试问题及相关资料

artificial-intelligence-and-data-science-pro

Regularly Updated | Collection of the best Data Science and AI Material from the Web | Covering Everything from Books, Courses along with Material, Research Papers, and Interview Prep to Cheatsheet

awesome-chatgpt-prompts

This repo includes ChatGPT prompt curation to use ChatGPT better.

awesome-deep-learning

A curated list of awesome Deep Learning tutorials, projects and communities.

awesome-machine-learning

A curated list of awesome Machine Learning frameworks, libraries and software.

fairseq

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

fashion-mnist

A MNIST-like fashion product database. Benchmark :point_down:

great-deep-learning-books

A Great Collection of Deep Learning (e)Books

hands-on-data-analysis-with-pandas-2nd-edition

Materials for following along with Hands-On Data Analysis with Pandas – Second Edition

isr-pm-2023-10-03-isy5001ft-grp20-cd-recommendation-system

isr-pm-2023-10-10-isy5002ft-grp20-lyrics-melody-generation-system

machine-learning-books

this is a fork of collection of books for machine learning.

ml-from-scratch

Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.

ml-in-action-code

:zap:机器学习实战（Python3）：kNN、决策树、贝叶斯、逻辑回归、SVM、线性回归、树回归

ml-reading-reference

Learn about Machine Learning and Artificial Intelligence

ml-text-book

myrec

implement

nlp-tutorial

Natural Language Processing Tutorial for Deep Learning Researchers

prml

PRML algorithms implemented in Python

pydata-book

Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media

pythondatasciencehandbook

Python Data Science Handbook: full text in Jupyter Notebooks

pytorch-tutorial

PyTorch Tutorial for Deep Learning Researchers

rspapers

A Curated List of Must-read Papers on Recommender System.

scikit-learn

scikit-learn: machine learning in Python

system-design-primer

Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

tensorflow-deep-learning

All course materials for the Zero to Mastery Deep Learning with TensorFlow course.

tfbook

the-elements-of-statistical-learning-python-notebooks

A series of Python Jupyter notebooks that help you better understand "The Elements of Statistical Learning" book

totch_examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.