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2014

Official content for the Fall 2014 Harvard CS109 Data Science course

2015

Public material for CS109

2015-1

ailegal

A basic keyword search for a given text and generating corresponding alerts.

ailegal-1

The ai lawyer

aind-isolation

aind-planning

aind-sudoku

anycluster

Server-side clustering of map markers for (Geo)Django

arctic-capgen-vid

automatic video description generation with GPU training

atherenergy

Novel density based clustering algorithm for GIS data.

awesome-cbir-papers

Awesome and classical image retrieval papers

awesome-courses

List of awesome university courses for learning Computer Science!

awesome-embedding-models

A curated list of awesome embedding models tutorials, projects and communities.

ba-dls-deepspeech

baseline

Strong Deep-Learning Baseline algorithms for NLP

bios8366

Advanced Statistical Computing at Vanderbilt University's Department of Biostatistics

cartpole

chamanti_ocr

Telugu OCR framework using RNN, CTC in Theano & Python3.

cloud-vision

Sample code for Google Cloud Vision

convnet-framework

Tensorflow blueprint for writing production code for training popular CNN models. Also supports finetuning and TF-Serving

cookbook-code

Recipes of the IPython Cookbook, the definitive guide to high-performance scientific computing and data science in Python

coursera-machinelearning-python

Skeleton code for doing the coursera machine learning course in the form of an ipython notebook.

cs230-code-examples

Code examples in pyTorch and Tensorflow for CS230

data-engineering-ecosystem

Repo to migrate old wiki to, esp for devs and code examples

data-science-ipython-notebooks

Data Science Python Notebooks: Spark, Hadoop MapReduce, HDFS, AWS, Kaggle, scikit-learn, matplotlib, pandas, NumPy, SciPy, and various command lines. https://bit.ly/data-notes

deep-learning

Repo for the Deep Learning Nanodegree Foundations program.

deep-learning-book

Repository for "Introduction to Artificial Neural Networks and Deep Learning: A Practical Guide with Applications in Python"

deep-learning-papers-reading-roadmap

Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!

deep-learning-tensorflow

Ready to use implementations of various Deep Learning algorithms using TensorFlow.