Emily Zhuang's repositories
1DCNN_Fault_Detection
1DCNN Fault Detection（1DCNN的轴承故障诊断）
AdminLTE
AdminLTE - Free admin dashboard template based on Bootstrap 4
AI-research-tools
:hammer:AI 方向好用的科研工具
Algorithms-for-Automated-Driving
Each chapter of this (mini-)book guides you in programming one important software component for automated driving.
Carbon-Monitor-Cities
Data display and processing code for better use of Carbon Monitor Cities (global city-level daily CO2 emissions dataset)
climate-change-mitigation
Using computer science to mitigate climate change: lists of topics, conferences, etc.
covid-dash-app
Files used to create the COVID-19 dashboard using Dash, Plotly and Bootstrap.
Dash-by-Plotly
Interactive data analytics
dataprep
DataPrep — The easiest way to prepare data in Python. You can collect data from common data sources through `connector`, do exploratory data analysis through `eda`, clean and standardize data through `clean`
deep-learning-with-python-notebooks
Jupyter notebooks for the code samples of the book "Deep Learning with Python"
django-autotranslate
A simple Django app to automatically translate the pot (.po) files generated by django's makemessages command using google translate.
dlbook_exercises
Exercises for the Deep Learning textbook at www.deeplearningbook.org
electricitymap-contrib
A real-time visualisation of the CO2 emissions of electricity consumption
Fault-Detection-Using-Deep-Learning-Classification
This demo shows how to prepare, model, and deploy a deep learning LSTM based classification algorithm to identify the condition or output of a mechanical air compressor.
gen_pandapower_pv
Network generation for paper Multi-Agent Reinforcement Learning for Active Voltage Control on Power Distribution Networks.
Grid-Resilience
An analytical package for power system resilience
GridGym
An OpenAI Gym environment for resource and job management problems.
ladi-overview
Overview of the Low Altitude Disaster Imagery (LADI) Dataset
LaTeX-examples
Examples for the usage of LaTeX
machine-learning-interview
Machine Learning Interviews from FAANG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc. Blog: mlengineer.io.
mit-deep-learning-book-pdf
MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville
mlflow
Open source platform for the machine learning lifecycle
mlops-amazon-sagemaker
Workshop content for applying DevOps practices to Machine Learning workloads using Amazon SageMaker
nilm-papers-with-code
An archive for NILM papers with source code and other supplemental material
openmodelica-microgrid-gym
OpenModelica Microgrid Gym (OMG): An OpenAI Gym Environment for Microgrids
research-method
论文写作与资料分享
TensorFlow.NET
.NET Standard bindings for Google's TensorFlow for developing, training and deploying Machine Learning models in C# and F#.