RubinLiu's starred repositories
stockpredictionai
In this noteboook I will create a complete process for predicting stock price movements. Follow along and we will achieve some pretty good results. For that purpose we will use a Generative Adversarial Network (GAN) with LSTM, a type of Recurrent Neural Network, as generator, and a Convolutional Neural Network, CNN, as a discriminator. We use LSTM for the obvious reason that we are trying to predict time series data. Why we use GAN and specifically CNN as a discriminator? That is a good question: there are special sections on that later.
OpenMetrics
Evolving the Prometheus exposition format into a standard.
grafana-flowcharting
Flowcharting, plugin for Grafana to create complexe visio's draws style like technical architectures, floorplan, diagrams, hierarchical schema based on draw.io
linux-observability-with-bpf
Code snippets from the O'Reilly book
Stats-Maths-with-Python
General statistics, mathematical programming, and numerical/scientific computing scripts and notebooks in Python
concurrent_map
The better performance thread-safe map in GO
DataMining
Data Analysis and Mining(数据分析与挖掘)
US-chartbook
Automated PDF containing charts, tables, maps, and analysis of the US economy
prometheus-monitoring-stack
📈 A simple, single-node, Docker-based Prometheus monitoring stack
acycliCode
:tada: Testing Routine for CI to detect layering violations in C projects
Customer-Churn-Analysis
Implementation of Decision Tree Classifier, Esemble Learning, Association Rule Mining and Clustering models(Kmodes & Kprototypes) for Customer attrition analysis of telecommunication company to identify the cause and conditions of the churn.
auction-price-regression-tutorial
Predict the sale price of heavy machinery at auction, using a feedforward neural network with entity embeddings.
Classification-Analysis
Analysis classification rules of decision tree