James Dellinger's repositories
fastai_deep_learning_course_part2_v3
My projects for fast.ai's Deep Learning from the Foundations course (fast.ai part2v3)
ai_for_trading_nanodegree_smart_beta_and_portfolio_optimization_project
Building a smart beta portfolio. For Udacity's AI for Trading Nanodegree.
market_breadth
Calculating and graphing daily SPX market breadth from scratch.
ai_for_trading_nanodegree_alpha_research_multi_factor_modeling_project
Modeling a multi-alpha factor stock portfolio. For Udacity's AI for Trading Nanodegree.
ai_for_trading_nanodegree_trading_with_momentum_project
Implementing a momentum trading strategy and testing its profitability. For Udacity's AI for Trading Nanodegree.
ai_for_trading_nanodegree_breakout_strategy_project
Creating and backtesting a breakout trading signal. For Udacity's AI for Trading Nanodegree.
fastai_deep_learning_course_part1_v3
My projects for fast.ai's Practical Deep Learning for Coders course (fast.ai part1v3)
kaggle_tgs_salt_identification_challenge
My top 8% ResNet34 U-net solution to Kaggle's TGS Salt Identification Challenge.
machine_learning_deep_learning_nanodegree_quadcopter_rl_project
DDPG deep reinforcement learning agent for a simulated quadcopter. For Udacity's Machine Learning Engineer and Deep Learning Nanodegrees.
kaggle_home_credit_default_risk_competition
My top 8% LightGBM solution to Kaggle's Home Credit Default Risk Competition.
course-v3
The 3rd edition of course.fast.ai - coming in 2019
deep_learning_nanodegree_face_image_generation_project
Training a generative adversarial network to generate new images of human faces. For Udacity's Deep Learning Nanodegree.
deep_learning_nanodegree_graduation_certificate
Udacity Deep Learning Nanodegree graduation certificate.
deep_learning_nanodegree_tv_script_generation_project
Training a recurrent neural network to create a script for a Simpsons episode. For Udacity's Deep Learning Nanodegree.
fastai
The fastai deep learning library, plus lessons and and tutorials
ios-nanodegree-final-project-app
Final project app for Udacity's iOS Nanodegree. Conceiving of and implementing a full-fledged iOS app from scratch.
ios-nanodegree-graduation-certificate
Udacity iOS Developer Nanodegree graduation certificate.
ios-nanodegree-meme-me-version-1-app
MemeMe Version 1.0 app project for the UIKit Fundamentals course in Udacity's iOS Nanodegree
ios-nanodegree-meme-me-version-2-app
MemeMe Version 2.0 app project for the UIKit Fundamentals course in Udacity's iOS Nanodegree
ios-nanodegree-on-the-map-app
On the Map app project for the iOS Networking with Swift course in Udacity's iOS Nanodegree
ios-nanodegree-silly-song-app
Silly Song app project for the Swift for Developers course in Udacity's iOS Nanodegree
ios-nanodegree-swift-problem-set
Swift Problem Set project for the Swift for Beginners course in Udacity's iOS Nanodegree
machine_learning_deep_learning_nanodegree_dog_project
Convolutional neural network classifier for dog breeds. For Udacity's Machine Learning Engineer and Deep Learning Nanodegrees.
machine_learning_nanodegree_boston_housing_project
Predicting the selling price of a new home in the Boston, Massachusetts area. For Udacity's Machine Learning Engineer Nanodegree.
machine_learning_nanodegree_capstone_project
Solving the Home Credit Default Risk competition on Kaggle while it was live and still ongoing. Final project for Udacity's Machine Learning Engineer Nanodegree.
machine_learning_nanodegree_customer_segments_project
Using unsupervised learning algorithms to create customer segments. For Udacity's Machine Learning Engineer Nanodegree.
machine_learning_nanodegree_finding_donors_project
Using supervised learning to identify potential charity donors. For Udacity's Machine Learning Engineer Nanodegree.
machine_learning_nanodegree_graduation_certificate
Udacity Machine Learning Engineer Nanodegree graduation certificate.
machine_learning_nanodegree_titanic_practice_project
Predicting survival outcomes from the 1912 Titanic disaster based on passengers' characteristics. For Udacity's Machine Learning Engineer Nanodegree.
scikit-learn
scikit-learn: machine learning in Python