Steve Tan's repositories
PortfolioU
Fuzzy Moving Average System with Genetic Algorithm Optimisation for Trading Crude Palm Oil Futures
PointnetEnhanced
Study into Pointnet and Pointnet++ for possible enhancement
coding-interview-university
A complete computer science study plan to become a software engineer.
ndsc_beginner
https://www.kaggle.com/c/ndsc-beginner/
Arcade-Learning-Environment
The Arcade Learning Environment (ALE) -- a platform for AI research.
arcgis-python-api
Documentation and samples for ArcGIS API for Python
awesome-machine-learning
A curated list of awesome Machine Learning frameworks, libraries and software.
bayespy
Bayesian Python: Bayesian inference tools for Python
deeplearning4j
Deep Learning for Java, Scala & Clojure on Hadoop & Spark With GPUs - From Skymind
eb5202-web-analytics
Repository for relevant projects
free-programming-books
:books: Freely available programming books
hyperas
Keras + Hyperopt: A very simple wrapper for convenient hyperparameter optimization
Hyperopt-Keras-CNN-CIFAR-100
Auto-optimizing a neural net (and its architecture) on the CIFAR-100 dataset. Could be easily transferred to another dataset or another classification task. Monitoring with TensorBoard. Other visualizations available.
hyperparameter-optimization
Implementation of Bayesian Hyperparameter Optimization of Machine Learning Algorithms
itworkforce-curation
Based on the work from https://www.misqresearchcurations.org/s/curation-IT-workforce-FINAL-z6sb.pdf
marketing-campaign-uplift
Workshop 2B maximize revenue from two products
mesrgan-sign-language
MESRGAN GELU Sign Language Image recognition
opencv
Open Source Computer Vision Library
osha-mining-accident-report
OSHA Accident and Injury Data - Mining accident report
pointnet
PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation
pointnet-keras
Keras implementation for Pointnet
PyTorch-GAN
PyTorch implementations of Generative Adversarial Networks.
pytorch-yolo2
Convert https://pjreddie.com/darknet/yolo/ into pytorch
sghdbgeospatial
Singapore HDB Pricing Geospatial Analysis over time
system-design-primer
Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
yoisho
SOAP & REST Webservices / APIs for a fictional japanese bank. Easy to run docker images that expose endpoints you can use for demos and testing.
zipline
Zipline, a Pythonic Algorithmic Trading Library