Pinned Repositories
ABtesting-notes
academic_advisory
Collected opinions and advice for academic programs focused on data science skills.
AI-ethics-reading
One sentence summary of my own curated literatures on AI ethics
ckmeans
cloud-ml-examples
cookiecutter
A command-line utility that creates projects from cookiecutters (project templates). E.g. Python package projects, jQuery plugin projects.
course-nlp
A Code-First Introduction to NLP course
Coursera-Machine-Learning
Coursera Machine Learning - Python code
pathology-picture-est
estimate the percentage of cells in a histopathology sample
Probabilistic-Programming-and-Bayesian-Methods-for-Hackers
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
lilsummer's Repositories
lilsummer/pwc
Papers with code. Sorted by stars. Updated weekly.
lilsummer/deepneuroevolution
Evolving deep neural network agents using Genetic Algorithms
lilsummer/National-Parks
国立公園の観光宿泊者数予測
lilsummer/em-gaussian
Python code for Expectation-Maximization estimate of Gaussian mixture model
lilsummer/price-analytics
lilsummer/spark_als_recommnder
lilsummer/ili-ml
lilsummer/noworkflow
Supporting infrastructure to run scientific experiments without a scientific workflow management system.
lilsummer/hyperparameter-optimization
Implementation of Bayesian Hyperparameter Optimization of Machine Learning Algorithms
lilsummer/RL-Adventure-2
PyTorch0.4 implementation of: actor critic / proximal policy optimization / acer / ddpg / twin dueling ddpg / soft actor critic / generative adversarial imitation learning / hindsight experience replay
lilsummer/regression_spline_in_action
demonstrating regression splines in python
lilsummer/pathology-picture-est
estimate the percentage of cells in a histopathology sample
lilsummer/imdb-movie-EDA
IMDB movie meta data and predictions on imdb ratings
lilsummer/Map-reduce-resource
lilsummer/ABtesting-notes
lilsummer/data-challenge
lilsummer/ckmeans
lilsummer/introduction_to_ml_with_python
Notebooks and code for the book "Introduction to Machine Learning with Python"
lilsummer/MovieLens-recommendation-demo
The recommendation system demo based on ratings from MovieLens
lilsummer/python_lecture
Jupyter notebook lecture on hypothesis testing and bayesian inference
lilsummer/Coursera-Machine-Learning
Coursera Machine Learning - Python code
lilsummer/machine-learning-notebooks
Stanford Machine Learning course exercises implemented with scikit-learn
lilsummer/Probabilistic-Programming-and-Bayesian-Methods-for-Hackers
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
lilsummer/XG-resume
My resume in brief version. Occasionally updated.
lilsummer/exer_advisor
lilsummer/MakeinUSA
lilsummer/project-euler-sltn
lilsummer/Data_Structures_with_Python
Python coding problems
lilsummer/Heroku-Repo-3
lilsummer/Project_List