ChengyaoWang

Time-Series-Library

A Library for Advanced Deep Time Series Models.

ml-stable-diffusion

Stable Diffusion with Core ML on Apple Silicon

baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

instill-core

🔮 Instill Core is a full-stack AI infrastructure tool for data, model and pipeline orchestration, designed to streamline every aspect of building versatile AI-first applications

PapersReimplementations

Personal short implementations of Machine Learning papers

EconML

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.

numpy

The fundamental package for scientific computing with Python.

TransmogrifAI

TransmogrifAI (pronounced trăns-mŏgˈrə-fī) is an AutoML library for building modular, reusable, strongly typed machine learning workflows on Apache Spark with minimal hand-tuning

DeepTime

PyTorch code for Learning Deep Time-index Models for Time Series Forecasting (ICML 2023)

aws-doc-sdk-examples

Welcome to the AWS Code Examples Repository. This repo contains code examples used in the AWS documentation, AWS SDK Developer Guides, and more. For more information, see the Readme.md file below.

mini-docker

illustrate what docker really is in 100 lines of C/C++

OpenCDA

A generalized framework for prototyping full-stack cooperative driving automation applications under CARLA+SUMO.

Clean-Code-Notes

My notes of Clean Code book

spark

Apache Spark - A unified analytics engine for large-scale data processing

abides

ABIDES: Agent-Based Interactive Discrete Event Simulation

bert

TensorFlow code and pre-trained models for BERT

scripts

Shadowsocks/SS一键脚本、ShadowsocksR/SSR一键脚本、V2Ray一键脚本、trojan一键脚本、VPS教程

DRL

Deep Reinforcement Learning

awesome-list

A list of useful stuff in Machine Learning, Computer Graphics, Software Development, ...

flask-file-server

A flask file server with an elegant frontend for browsing, uploading and streaming files

v2ray-wss

v2rayN

A GUI client for Windows, support Xray core and v2fly core and others

ICML2022-FEDformer

Source code of ICML'22 paper: FEDformer: Frequency Enhanced Decomposed Transformer for Long-term Series Forecasting

splinet

Spline-based neural networks

tf-bspline

Tensorflow Implementation of Bspline Interpolator

neural-splines

Official Implementation of Neural Splines

varying-coefficient-net-with-functional-tr

[ICLR 2021] Code for: Varying Coefficient Neural Network with Functional Targeted Regularization for Estimating Continuous Treatment Effects

awesome-AI-for-time-series-papers

A professional list of Papers, Tutorials, and Surveys on AI for Time Series in top AI conferences and journals.

tracebase

Nonstationary temporal matrix factorization for sparse traffic time series forecasting.

treeboostVCM

Tree Boosted Varying Coefficient Models