songyang0716 Goto Github PK

aas

Code to accompany Advanced Analytics with Spark from O'Reilly Media

apriori

Python Implementation of Apriori Algorithm for finding Frequent sets and Association Rules

awesome-sentence-embedding

A curated list of pretrained sentence and word embedding models

bdapy

Reproducing plots of Bayesian Data Analysis (Gelman et al, 3rd Edition) in Python

blogdown_source

caffe

Caffe: a fast open framework for deep learning.

data-competition-topsolution

Data competition Top Solution 数据竞赛top解决方案开源整理

deltamethodmetricscalculation

Estimate metrics variance in cluster randomized experiment

disan

Code of Directional Self-Attention Network (DiSAN)

jpzhangvincent.github.io

My Personal Blog for Data Science

kaggle_competition

ml_models

To better understand the classical machine learning algorithms , I reproduce some of them from scratch.

nlp

NLP related tasks

nlp-library

curated collection of papers for the nlp practitioner 📖👩‍🔬

nlp-papers

Natural Language Processing Papers

nlp-stanford

Course programming assignments

pandas

Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more

programming-collective-intelligence

Examples from Programming Collective Intelligence

pydata-book

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

pymc-marketing

Bayesian marketing toolbox in PyMC. Media Mix (MMM), customer lifetime value (CLV), buy-till-you-die (BTYD) models and more.

pytorch-book

PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation

pytorch_tutorial

A self study repo !!! the code is associated with the book https://d2l.ai/

scikit-learn

scikit-learn: machine learning in Python

seaborn

Statistical data visualization using matplotlib

sentence_embedding_vis_app

sentence_embedding_vis_app

songyang0716.github.io

spark-notebook

Interactive and Reactive Data Science using Scala and Spark.

statistical_testing

tensorflow

Computation using data flow graphs for scalable machine learning

topic_modeling

A repo that reproduced multiple topic modeling algorithms from scratch