Juwon's repositories
Awesome-Chatbot
Awesome Chatbot Projects,Corpus,Papers,Tutorials.
bayesian-neural-network-blogpost
Building a Bayesian deep learning classifier
benchm-ml
A minimal benchmark for scalability, speed and accuracy of commonly used open source implementations (R packages, Python scikit-learn, H2O, xgboost, Spark MLlib etc.) of the top machine learning algorithms for binary classification (random forests, gradient boosted trees, deep neural networks etc.).
bt
bt - flexible backtesting for Python
cheatsheets-ai
Essential Cheat Sheets for deep learning and machine learning researchers
DeepLearningBook
MIT Deep Learning Book in PDF format
DeepLearningZeroToAll
TensorFlow Basic Tutorial Labs
EffectiveTensorflow
Tensorflow tutorials and best practices.
ForwardThinking
Forward Thinking NIPS 2017
foundations_for_deep_learning
Building a foundation for deep learning with mathematics and neuroscience
Gemini
Simple backtesting for sleepless cryptocurrency markets
hamster-gtd
Ultra-simple system to organize your documents and workflow.
ib-controller
Automation of Interactive Brokers TWS. You can download the latest release here: https://github.com/ib-controller/ib-controller/releases/latest
interactive-coding-challenges
Huge update! Interactive Python coding interview challenges (algorithms and data structures). Includes Anki flashcards.
Kubernetes-GPU-Guide
This guide should help fellow researchers and hobbyists to easily automate and accelerate there deep leaning training with their own Kubernetes GPU cluster.
LightGBM
A fast, distributed, high performance gradient boosting (GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks. It is under the umbrella of the DMTK(http://github.com/microsoft/dmtk) project of Microsoft.
Multidimensional-LSTM-BitCoin-Time-Series
Using multidimensional LSTM neural networks to create a forecast for Bitcoin price
plotnine
A grammar of graphics for Python
polyaxon
A platform that helps you build, manage and monitor deep learning models
pomodoro-indicator
A simple app to do the pomodoro technique in Ubuntu
pyfolio
Portfolio and risk analytics in Python
pyGPGO
Bayesian optimization for Python
python-fastpip
Perceptually Important Points
random-effects-neural-networks
Random effects neural networks with Edward and Keras
stackimpact-python
StackImpact Python Agent
system-design-primer
Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
tech-interview-handbook
💯 Technical and non-technical guide for rocking your coding interview.
Tensorflow-binary-classification
A binary classification model based on tensorflow.