jinyuantian Goto Github PK

algo

数据结构和算法必知必会的50个代码实现

bayesian-methods-for-machine-learning

Bayesian Methods for Machine Learning

competitive-data-science-1

How to Win a Data Science Competition: Learn from Top Kagglers

course-v3

The 3rd edition of course.fast.ai

cs224n-assignments

My solutions to the practical assignments of CS224n (Natural Language Processing with Deep Learning) [Stanford University-Winter 2019]

data-structure-implementation

datatest

deep-learning-with-pytorch-tutorials

深度学习与PyTorch入门实战视频教程 配套源代码和PPT

dlwpt-code

Code for the book Deep Learning with PyTorch by Eli Stevens, Luca Antiga, and Thomas Viehmann.

faang

Facebook, Amazon, Apple, Netflix and Google (FAANG) Job preparation.

hse-nlp-coursera

Solution for https://www.coursera.org/learn/language-processing

joblib

Computing with Python functions.

language-processing

Solutions to NLP coursework from National Research University Higher School of Economics, through Coursera

leetcode

lightgbm

A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks.

machine-learning-and-finance-final-project-2016-fall

mastering-big-data-analytics-with-pyspark

Mastering Big Data Analytics with PySpark, Published by Packt

neural-machine-translation

cs224n assignment 4 NMT system

nlp-with-attention-models

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 ;)

pytorch-hybrid-word-character-seq2seq-machine-translation

pytorch-wgan

Pytorch implementation of DCGAN, WGAN-CP, WGAN-GP

scikit-optimize

Sequential model-based optimization with a `scipy.optimize` interface

spread_trading

Simulate a simple spread trading strategy

vimrc

The ultimate Vim configuration: vimrc