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algorithms

Minimal examples of data structures and algorithms in Python

animate.css

A cross-browser library of CSS animations. As easy to use as an easy thing.

awesome

😎 Awesome lists about all kinds of interesting topics

awesome-courses

:books: List of awesome university courses for learning Computer Science!

awesome-datascience

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

awesome-deep-learning

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

awesome-deep-learning-papers

The most cited deep learning papers

awesome-machine-learning

A curated list of awesome Machine Learning frameworks, libraries and software.

awesome-python

A curated list of awesome Python frameworks, libraries, software and resources

awesome-rnn

Recurrent Neural Network - A curated list of resources dedicated to RNN

baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

code_gridcell

Code for grid / place cells clustering project

d.silver_rl_course

Some notes and experience about David Silver's Reinforcement Learning Course

deep_q_rl

Theano-based implementation of Deep Q-learning

deep_reinforcement_learning_course

Implementations from the free course Deep Reinforcement Learning with Tensorflow

deeplearning-500-questions

深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为18个章节，50余万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系[email protected] 版权所有，违权必究 Tan 2018.06

deeplearningbook-chinese

Deep Learning Book Chinese Translation

demo-restws-spring-jersey-tomcat-mybatis

Project demonstrating REST api implementation with Jersey and Spring (db access via MyBatis)

dissecting-reinforcement-learning

Python code, PDFs and resources for the series of posts on Reinforcement Learning which I published on my personal blog

dj-spineimaging

examples

Many examples of many features of many software packages

fastbook

The fastai book, published as Jupyter Notebooks

fourier_neural_operator

Use Fourier transform to learn operators in differential equations.

gridcell

Analyze experimental data from grid cells

gvf_sr_reinforcement_learning

gym

A toolkit for developing and comparing reinforcement learning algorithms.

hipposlam

ipython-notebooks

Informal IPython experiments and tutorials. TensorFlow, machine learning/deep learning/RL, NLP applications.

ipywidgets

Interactive Widgets for the Jupyter Notebook

ismakov-et-al.-matlab-code

Matlab code used in Ismakov et al., 2017