Shasha-Lin

journalclub

sac

Soft Actor-Critic

acnportal

Research tools for the Adaptive Charging Network

stable-baselines3

PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.

Reinforcement-Learning-for-Real-time-Pricing-and-Scheduling-Control-in-EV-Charging-Stations

Reinforcement Learning for Real time Pricing and Scheduling Control in EV Charging Stations

MASTER-electric_vehicle_charging_recommendation

Chargym-Charging-Station

Chargym simulates the operation of an electric vehicle charging station (EVCS) considering random EV arrivals and departures within a day. This is a generalised environment for charging/discharging EVs under various disturbances (weather conditions, pricing models, stochastic arrival-departure EV times and stochastic Battery State of Charge (BOC) at arrival). This is an open source OpenAI Gym environment for the implementation of Reinforcement Learning (RL), Rule-based approaches (RB) and Intelligent Control (IC).

BayesianTransferLearning

CLRS

:notebook:Solutions to Introduction to Algorithms

dlrm

An implementation of a deep learning recommendation model (DLRM)

shaDow_GNN

NeurIPS 2021: Improve the GNN expressivity and scalability by decoupling the depth and receptive field of state-of-the-art GNN architectures

Coding

Data Structures and Algorithms (DSA) Preparation sheet

argo-workflows

Workflow Engine for Kubernetes

h3

Hexagonal hierarchical geospatial indexing system

WeightWatcher

The WeightWatcher tool for predicting the accuracy of Deep Neural Networks

pytorch-lightning

Pretrain, finetune and deploy AI models on multiple GPUs, TPUs with zero code changes.

ml-interviews-book

https://huyenchip.com/ml-interviews-book/

CLIP

CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image

dask

Parallel computing with task scheduling

tpot

A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.

spaCy

💫 Industrial-strength Natural Language Processing (NLP) in Python

prophet

Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.

NYU-DLSP21

NYU Deep Learning Spring 2021

pytorch-fm

Factorization Machine models in PyTorch

openclean

openclean - Data Cleaning and data profiling library for Python

covid-19-data

Data on COVID-19 (coronavirus) cases, deaths, hospitalizations, tests • All countries • Updated daily by Our World in Data

hyperopt

Distributed Asynchronous Hyperparameter Optimization in Python

covid19_projections

COVID-19 Projections Using Machine Learning

ReCOVER-COVID-19

Data-driven COVID-19 forecasts and detection of unreported cases

Wuhan-2019-nCoV

2019-nCoV 新冠状病毒 2019-12-01至今国家、省、市三级每日统计数据（支持接口读取）