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2015

Public material for CS109

42-workshop

Workshop material for 42 PyCharm Tips and Tricks

amazon-sagemaker-examples

Example notebooks that show how to apply machine learning, deep learning and reinforcement learning in Amazon SageMaker

attention-ocr

A Tensorflow model for text recognition (CNN + seq2seq with visual attention) available as a Python package and compatible with Google Cloud ML Engine.

awesome-bigdata

A curated list of awesome big data frameworks, ressources and other awesomeness.

awesome-datascience

:memo: An awesome Data Science repository to learn and apply for real world problems.

awesome-datascience-colleges

A list of colleges and universities offering degrees in data science.

awesome-ocr

Links to awesome OCR projects

aws-cli

Universal Command Line Interface for Amazon Web Services

cmpsc431w-group-work

Psu Cmpsc 431w group project.

content

Official content for Harvard CS109

courseramachinelearning

Coursera Machine Learning By Prof. Andrew Ng

courseraml

I took Andrew Ng's Machine Learning course on Coursera and did the homework assigments... but, on my own in python because I love jupyter notebooks!

cs-video-courses

List of Computer Science courses with video lectures.

cs121

Databases

cs121-rdbms

CALTECH CS121 RDBMS

cs224n-2019-solutions

Complete solutions for Stanford CS224n, winter, 2019

cs229-2018-autumn

All notes and materials for the CS229: Machine Learning course by Stanford University

cs229-final-project

cs229_ml

🍟 Stanford CS229: Machine Learning

cs231n-convolutional-neural-networks-solutions

Assignment solutions for the CS231n course taught by Stanford on visual recognition. Spring 2017 solutions are for both deep learning frameworks: TensorFlow and PyTorch.

ctpn

Detecting Text in Natural Image with Connectionist Text Proposal Network (ECCV'16)

d2l-en

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 175 universities.

dia-project-ineuron

DOCUMENT IMAGE ANALYSIS

dltemplate

Boilerplate for Deep Learning Projects

fastbook

The fastai book, published as Jupyter Notebooks

glove

GloVe model for distributed word representation

infytq-answers

Solutions to InfyTQ Assignments, quiz and tests.

jupyter-tabnine

Autocompletion with Deep Learning on Jupyter Notebook

kafka-spark-twitter-sentiment-analysis

Project Final - W205 (Storing and Retrieving Data), Group: David Skarbrevik and Shuang Chan)