Juinn Sheng's Projects
Automatic architecture search and hyperparameter optimization for PyTorch
The goal of this project is to build a docker cluster that gives access to Hadoop, HDFS, Hive, PySpark, Sqoop, Airflow, Kafka, Flume, Postgres, Cassandra, Hue, Zeppelin, Kadmin, Kafka Control Center and pgAdmin. This cluster is solely intended for usage in a development environment. Do not use it to run any production workloads.
BSCIT Network Security Notes
Data Engineering Practice Problems
This is a collection of iPython notebooks from my course on data mining. Data used in the notebooks can be downloaded from the given links in the notebooks.
This repository is a curated collection of links to various courses and resources about Artificial Intelligence (AI)
Repository for the Document streaming capstone projects
Explainable AI framework for data scientists. Explain & debug any blackbox machine learning model with a single line of code. We are looking for co-authors to take this project forward. Reach out @ [email protected]
Gradient based hyperparameter optimization & meta-learning package for TensorFlow
Python notebook implementation of hyperparameter tuning of LSTM deep learning model using Genetic algorithm
Graph Machine Learning course, Xavier Bresson, 2023
CI-CD pipeline build on Google Cloud Platform using Cloud Build and GKE
Efficient Hyperparameter Optimization of Deep Learning Algorithms Using Deterministic RBF Surrogates
Interpretable ML package š for concise, transparent, and accurate predictive modeling (sklearn-compatible).
One click deploy docker-compose with Kafka, Spark Streaming, Zeppelin UI and Monitoring (Grafana + Kafka Manager)
Deep learning, architecture and hyper parameters search with genetic algorithms
A hyperparameter optimization framework
List of awesome penetration testing resources, tools and other shiny things