penguinkang

120-Data-Science-Interview-Questions

Answers to 120 commonly asked data science interview questions.

ai-research-keyphrase-extraction

EmbedRank: Unsupervised Keyphrase Extraction using Sentence Embeddings (official implementation)

ai_survey

SOTA models, open-sourced projects and publications on AI

nlp_spark

Natural Language Processing with Spark's MLlib

ray

An experimental distributed execution engine

regl-cnn

Digit recognition with Convolutional Neural Networks in WebGL

xgboost

Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Flink and DataFlow

penguinkang/120-Data-Science-Interview-Questions

Answers to 120 commonly asked data science interview questions.

penguinkang/ai-research-keyphrase-extraction

EmbedRank: Unsupervised Keyphrase Extraction using Sentence Embeddings (official implementation)

penguinkang/ai_survey

SOTA models, open-sourced projects and publications on AI

penguinkang/data-science-interviews

Data science interview questions and answers

penguinkang/deep-learning-time-series

List of papers, code and experiments using deep learning for time series forecasting

penguinkang/DeepPavlov

An open source library for deep learning end-to-end dialog systems and chatbots.

penguinkang/DFDNet

Blind Face Restoration via Deep Multi-scale Component Dictionaries (ECCV 2020)

penguinkang/disdat

Data science tool for creating and deploying pipelines with versioned data

penguinkang/docsy-jekyll

A Jekyll version of the beautiful Docsy!

penguinkang/explainability-and-bias

penguinkang/explainer

This repo archives explainable AI work in the community including my own work

penguinkang/GraphEmbedding

Implementation and experiments of graph embedding algorithms.

penguinkang/home

Main page

penguinkang/koalas

Koalas: pandas API on Apache Spark

penguinkang/lanyon

A content-first, sliding sidebar theme for Jekyll.

penguinkang/logbot

penguinkang/metriks

Python package of commonly used metrics for evaluating information retrieval models.

penguinkang/musiclm-pytorch

Implementation of MusicLM, Google's new SOTA model for music generation using attention networks, in Pytorch

penguinkang/nlu-with-bert

Natural Language Understanding with BERT

penguinkang/open-source-ios-apps

:iphone: Collaborative List of Open-Source iOS Apps

penguinkang/penguinkang.github.io

Main page

penguinkang/Python

All Algorithms implemented in Python

penguinkang/pytorch-transformers

👾 A library of state-of-the-art pretrained models for Natural Language Processing (NLP)

penguinkang/Recommendation-systems-paperlist

Papers about recommendation systems that I am interested in

penguinkang/RobustVideoMatting

Robust Video Matting in PyTorch, TensorFlow, TensorFlow.js, ONNX, CoreML!

penguinkang/sent2vec

General purpose unsupervised sentence representations

penguinkang/serverless-app-examples

penguinkang/swift-coreml-transformers

Swift Core ML 3 implementations of GPT-2, DistilGPT-2, BERT, and DistilBERT for Question answering. Other Transformers coming soon!

penguinkang/tmp-doc

penguinkang/Unbiased_LambdaMart

Implementation for "Unbiased LambdaMART: An Unbiased PairwiseLearning-to-Rank Algorithm", merge acbull/Unbiased_LambdaMart changes into microsoft/LightGBM