Mathusuthan Kannan's repositories
2016-dataviscourse-homework
Homework material for 2016 Data visualization course.
annoy
Approximate Nearest Neighbors in C++/Python optimized for memory usage and loading/saving to disk
cs224n-winter17-notes
Course notes for CS224N Winter17
data-science-ipython-notebooks
Continually updated data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.
egghead-d3v4
Code examples for the D3 v4 course on egghead.io
enlighten-apply
Example code and materials that illustrate applications of SAS machine learning techniques.
heamy
A set of useful tools for competitive data science.
hello-scrollytelling
A bare-bones version of the scrollytelling framework used in the Algorithms Tour
interactive-coding-challenges
Continually updated, interactive, test-driven Python coding interview challenges (algorithms and data structures).
kaggle-Facebook-V
Second place solution for Facebook V competition on Kaggle
live-coding-pandas-lda
A live coding demonstration starting with of a basic example centered around Pandas followed by a more advanced example using topic modeling and subsequent visualization
makeyourownneuralnetwork
Code for the Make Your Own Neural Network book
MLAlgorithms
Minimal and clean examples of machine learning algorithms
numpy_exercises
Numpy exercises.
oceanic-next-italic
Color scheme for VS Code, Sublime Text and Atom
papers
Collection of papers
Practical_RL
A course in reinforcement learning in the wild
Project_Plotline
Capstone project for Galvanize - Data Science Immersive. 'Project Plotline' looks at the emotional content of movie scripts (web scraping, NLP, dynamic programming, clustering, data visualization)
restaurant2recipe
Capstone project for Galvanize Data Science Immersive
stats-shortcourse
The statistics short course is both a resource and survey of the areas of probability and statistics that are foundational for the data science immersive at Galvanize.
Surprise
A Python recommender system library aimed towards researchers, teachers and students.
system-design-primer
Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.