JoshuaZe

applied-ml

📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.

Awesome-Crowd-Counting

Awesome Crowd Counting

blending

EVT

使用极端值理论(Extreme Value Theory)实现阈值动态自动化设置

Few-Shot-Learning

jax

Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

KDD2019-MEIRec

KDD2019-Metapath-guided Heterogeneous Graph Neural Network for Intent Recommendation

MarkovAttribution

mlflow

Open source platform for the machine learning lifecycle

models

The ONNX Model Zoo is a collection of pre-trained, state-of-the-art models in the ONNX format

mta

Multi-Touch Attribution

Multidimensional_root_cause_analysis

基于蒙特卡洛树（MCTS）的多维监控异常根因分析

nima.pytorch

NIMA: Neural IMage Assessment

optuna

A hyperparameter optimization framework

py-package-template

Python package template project for kick-starting new Python projects.

pyspark-example-project

Example project implementing best practices for PySpark ETL jobs and applications.

pytorch-tutorial

PyTorch Tutorial for Deep Learning Researchers

random-stuff

Random stuff I've been working on

rasa-demo

:tiger: Sara - the Rasa Demo Bot: An example of a contextual AI assistant built with the open source Rasa Stack

rasa-ui

Rasa UI is a web application for the Rasa NLU backend

rasa_nlu

💬 Open source library for natural language understanding with intent classification and entity extraction - DIY NLP for chatbots

ray

A system for parallel and distributed Python that unifies the ML ecosystem.

reducing-variance-ab-tests

Some notes on techniques for variance reduction to increase the power of A/B tests

repox

Make sbt more responsive

RobustSTL

Unofficial Implementation of RobustSTL: A Robust Seasonal-Trend Decomposition Algorithm for Long Time Series (AAAI 2019)

shapley-attribution-model-zhao-naive

A Python implementation of "Shapley Value Methods for Attribution Modeling in Online Advertising" by Zhao, et al.

softblock

tiny-faces-pytorch

Finding Tiny Faces in PyTorch

tuplex

Tuplex is a parallel big data processing framework that runs data science pipelines written in Python at the speed of compiled code. Tuplex has similar Python APIs to Apache Spark or Dask, but rather than invoking the Python interpreter, Tuplex generates optimized LLVM bytecode for the given pipeline and input data set.

gpt4all-ui

Simple Docker Compose to load gpt4all (Llama.cpp) as an API and chatbot-ui for the web interface. This mimics OpenAI's ChatGPT but as a local instance (offline).