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18335

18.335 - Introduction to Numerical Methods course

6.00.2x

MITx: 6.00.2x Introduction to Computational Thinking and Data Science

analytics_vidhya

Codes related to activities on AV including articles, hackathons and discussions.

anomaly-detection-resources

Anomaly detection related books, papers, videos, and toolboxes

applied-ml

📚 Papers by organizations sharing their work on applied data science & machine learning.

audio-analysis-application-starter-kit

DEPRECATED: Sample Node.js app that shows how to use the Speech to Text and Concept Insights to analyse YouTube videos

awesome-deep-learning

A curated list of awesome Deep Learning tutorials, projects and communities.

berkeley-stat-157

Homepage for STAT 157 at UC Berkeley

cntk

Microsoft Cognitive Toolkit (CNTK)

code

ActiveState Code Recipes

computer-science-programing-with-a-purpose

coursera-machine-learning

Coursera Machine Learning - Python code

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!

cs224n

Assignment solutions CS224n: Natural Language Processing with Deep Learning (winter-2017)

cs224n-stanford-winter-2019

The collection of ALL relevant materials about CS224N-Stanford/Winter 2019 course. THANKS TO THE PROFESSOR AND TAs! 斯坦福大学CS224N 【2019】课程的【所有】相关的资料。感谢Chris Manning教授和Abigail See，感谢所有助教！

cvxpy

A Python-embedded modeling language for convex optimization problems.

cwt

Continuous Wavelet Transform. Based on the work of Roger Fearick.

d2l-en

Dive into Deep Learning, Berkeley STAT 157 (Spring 2019) textbook. With code, math, and discussions.

data-science

:bar_chart: Path to a free self-taught education in Data Science!

data-science--cheat-sheet

Cheat Sheets

data-science-from-scratch

code for Data Science From Scratch book

data-scientist

datacamp

DataCamp data-science courses

deep-learning-coursera

Deep Learning Specialization by Andrew Ng on Coursera.

deep-learning-drizzle

Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!

deep-learning-models

Keras code and weights files for popular deep learning models.

deep-learning-papers-reading-roadmap

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

deep-learning-with-python-notebooks

Jupyter notebooks for the code samples of the book "Deep Learning with Python"

deeplearn

Implementation of research papers on Deep Learning+ NLP+ CV in Python using Keras, Tensorflow and Scikit Learn.

deeplearningbook

MIT Deep Learning Book in PDF format