Ev L's repositories
PandasTransform
scikit-learn transformers that work with pandas.DataFrame, with unit tests and CI
MultinomialNB
Clean re-implementation of a naive Bayes classifier; assignment for Applied NLP course
SparkMusicBox
Churn prediction and song recommendation, via Spark and matrix factorization
SpatialCAHospitals
Studying and visualizing the availability of hospitals across California
SynapticLattice
Simulates postsynaptic organization and studies its principles
YelpDataChallenge
Topic discovery, recommendations, and sentiment analysis from real data.
Arnold
Arnold - DOOM Agent
deep-learning-from-scratch
『ゼロから作る Deep Learning』のリポジトリ
deep-learning-with-python-notebooks
Jupyter notebooks for the code samples of the book "Deep Learning with Python"
FanficScrapper
A simple Python class for extracting stories from fanfiction.net
fucking-algorithm
刷算法全靠套路，认准 labuladong 就够了！English version supported! Crack LeetCode, not only how, but also why.
GooSaver
Transit planning tool for combining ride-sharing and public transit. Deployed on Heroku.
ibis
Expressive analytics in Python at any scale.
Kats
Kats, a kit to analyze time series data, a lightweight, easy-to-use, generalizable, and extendable framework to perform time series analysis, from understanding the key statistics and characteristics, detecting change points and anomalies, to forecasting future trends.
LearnRNN
Mini-projects for getting colleagues quickly up to speed with RNNs
MediumCode
Sample code and notebooks supporting Medium writing
models
Models and examples built with TensorFlow
MscCodeTemplate
Code for running the simulation, then generating images and videos using the data
PhysicsLatticeClustering
Identifying clusters on a 2D periodic lattice, inspired by biophysical studies and using hierarchical clustering + BFS.
PyPortfolioOpt
Financial portfolio optimisation in python, including classical efficient frontier, Black-Litterman, Hierarchical Risk Parity
SimplePDESolver
Simple solver for reaction-diffusion PDEs, utilizing the vectorized Armadillo matrix library
skygearStripeDemo
Full-stack mini-project integrating the Stripe payment service, and the Skygear BaaS
vankampen-stochastic
Exercises and notes for N.G. Van Kampen's Stochastic Processes in Physics and Chemistry