Gabriel.D's repositories
120-Data-Science-Interview-Questions
Answers to 120 commonly asked 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
aravec
AraVec is a pre-trained distributed word representation (word embedding) open source project which aims to provide the Arabic NLP research community with free to use and powerful word embedding models.
autospotting
Automatically replace AWS EC2 instances in AutoScaling groups with identically configured but up to 90% cheaper spot instances
bert_on_stilts
Fork of huggingface/pytorch-pretrained-BERT for BERT on STILTs
coding-interview-university
A complete computer science study plan to become a software engineer.
deep-learning-with-python-notebooks
Jupyter notebooks for the code samples of the book "Deep Learning with Python"
deeplearningbook-chinese
Deep Learning Book Chinese Translation
hands_on_Ml_with_Sklearn_and_TF
OReilly Hands On Machine Learning with Scikit Learn and TensorFlow (Sklearn与TensorFlow机器学习实用指南)
handson-ml
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.
interview_python
关于Python的面试题
jupyter4kids
A series of notebooks that help teach kids principles of programming, python and maths.
mit-deep-learning-book-pdf
MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville
pandas_exercises
Practice your pandas skills!
Practical_RL
A course in reinforcement learning in the wild
Probabilistic-Programming-and-Bayesian-Methods-for-Hackers
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
reinforcement-learning
Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.
reinforcement-learning-an-introduction
Python Implementation of Reinforcement Learning: An Introduction
rl-portfolio-management
Attempting to replicate "A Deep Reinforcement Learning Framework for the Financial Portfolio Management Problem" https://arxiv.org/abs/1706.10059 (and an openai gym environment)
tensorflow_practice
tensorflow实战练习，包括强化学习、推荐系统、nlp等
the-craft-of-selfteaching
One has no future if one couldn't teach themself.
tushare
TuShare is a utility for crawling historical data of China stocks