shakex

ALICE (Automated Learning and Intelligence for Causation and Economics) is a Microsoft Research project aimed at applying Artificial Intelligence concepts to economic decision making. One of its goals is to build a toolkit that combines state-of-the-art machine learning techniques with econometrics in order to bring automation to complex causal inference problems. To date, the ALICE Python SDK (econml) implements orthogonal machine learning algorithms such as the double machine learning work of Chernozhukov et al. This toolkit is designed to measure the causal effect of some treatment variable(s) t on an outcome variable y, controlling for a set of features x.

Language:Jupyter NotebookNOASSERTION2812 70 446

napari

napari: a fast, interactive, multi-dimensional image viewer for python

Language:PythonBSD-3-Clause2058 48 2858

xalpha

基金投资管理回测引擎

Language:PythonMIT1932 53 164

dingdong-helper

叮咚自动下单并发调用接口方式多人高峰期实战反馈10秒以内成功自动将购物车能买的商品全部下单只需自行编辑购物车和最后支付即可

Language:JavaGPL-3.01320 26 235

deepdow

Portfolio optimization with deep learning.

Language:PythonApache-2.0834 27 99

text_analysis_tools

中文文本分析工具包（包括- 文本分类 - 文本聚类 - 文本相似性 - 关键词抽取 - 关键短语抽取 - 情感分析 - 文本纠错 - 文本摘要 - 主题关键词-同义词、近义词-事件三元组抽取）

Language:PythonApache-2.0625 8 5

rawpy

📷 RAW image processing for Python, a wrapper for libraw

Language:CythonMIT541 16 170

nlp-notebook

NLP 领域常见任务的实现，包括新词发现、以及基于pytorch的词向量、中文文本分类、实体识别、摘要文本生成、句子相似度判断、三元组抽取、预训练模型等。

Language:PythonMIT479 7 10

Image-Processing-Node-Editor

処理の検証や比較検討での用途を想定したノードエディターベースの画像処理アプリ(A node editor-based image processing application intended for use in processing verification and comparison studies)

Language:PythonApache-2.0433 9 4