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120-data-science-interview-questions

Answers to 120 commonly asked data science interview questions.

120-ds-interview-questions

My Answer to 120 Data Science Interview Questions

algorithm_interview_notes-chinese

2018/2019/校招/春招/秋招/算法/机器学习(Machine Learning)/深度学习(Deep Learning)/自然语言处理(NLP)/C/C++/Python/面试笔记

alpha-zero-general

A clean implementation based on AlphaZero for any game in any framework + tutorial + Othello/Gobang/TicTacToe/Connect4

attention-learn-to-route

Attention based model for learning to solve different routing problems

awesome-llm

Awesome-LLM: a curated list of Large Language Model

awesome-network-embedding

A curated list of network embedding techniques.

catboost

A fast, scalable, high performance Gradient Boosting on Decision Trees library, used for ranking, classification, regression and other machine learning tasks for Python, R, Java, C++. Supports computation on CPU and GPU.

cracking-the-data-science-interview

A Collection of Cheatsheets, Books, Questions, and Portfolio For DS/ML Interview Prep

data-science-interviews

Data science interview questions and answers

deep-reinforcement-learning

Repo for the Deep Reinforcement Learning Nanodegree program

deepfacelab

DeepFaceLab is the leading software for creating deepfakes.

dive-into-dl-pytorch

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。

dopamine

Dopamine is a research framework for fast prototyping of reinforcement learning algorithms.

encode-attend-navigate

fucking-algorithm

手把手撕LeetCode题目，扒各种算法套路的裤子。English version supported! Crack LeetCode, not only how, but also why.

hybrid-cp-rl-solver

Combining Reinforcement Learning and Constraint Programming for Combinatorial Optimization

leetcode-go

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

llms-from-scratch

Implementing a ChatGPT-like LLM in PyTorch from scratch, step by step

mixpoet

Source codes of MixPoet: Diverse Poetry Generation via Learning Controllable Mixed Latent Space (AAAI 2020)

ml-papers-explained

Explanation to key concepts in ML

models

Models and examples built with TensorFlow

neural-combinatorial-optimization-rl-tensorflow

numpy-100

100 numpy exercises (100% complete)

or-pandas

【运筹OR帷幄|数据科学】pandas教程系列电子书

paperlist-for-recommender-systems

Recommender Systems Paperlist that I am interested in

pysc2

StarCraft II Learning Environment

python

All Algorithms implemented in Python

pytorch-biggraph

Software used for generating embeddings from large-scale graph-structured data.

reflection_summary

算法理论基础知识应知应会