xccds's repositories
chinese_wordseg_keras
基于深度学习的中文分词尝试
data-science-ipython-notebooks
Continually updated Data Science Python Notebooks: Spark, Hadoop MapReduce, HDFS, AWS, Kaggle, scikit-learn, matplotlib, pandas, NumPy, SciPy, and various command lines.
scipy-lecture-notes_cn
Pytho科学计算生态的介绍的中文翻译，英文原文地址：
Bastien-Theano-Workshop
Fred's Theano Workshop
bike-forecast
Code and data for bike forecast post
DAT3
General Assembly's Data Science course in Washington, DC
data-science-from-scratch
code for Data Science From Scratch book
deeplearning4nlp-tutorial
Hands-on tutorial on deep learning with a special focus on Natural Language Processing (NLP)
DeepLearningTutorials
Deep Learning Tutorial notes and code. See the wiki for more info.
EssentialCPP-1
Essential C++ 学习笔记
Flappy-Bird-Genetic-Algorithms
Use genetic algorithms to train flappy bird
intro2stats
Introduction to Statistics using Python
Natural-Language-Processing-with-TensorFlow
Natural Language Processing with TensorFlow, published by Packt
NLP-in-Python
Intro to some NLP concepts in Python for a class
odscon-sf-2015
Material for ODSCON San Francisco 2015
parallel_ml_tutorial
Tutorial on scikit-learn and IPython for parallel machine learning
pong_pytorch
Beat pong using pytorch and DQN
Projects-Solutions
:pager: Links to other users' solutions to Projects (https://github.com/karan/Projects/)
python-minecraft
Example Python scripts for use with Minecraft
reinforcement-learning
Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.
Reinforcement-learning-with-tensorflow
Simple Reinforcement learning tutorials
RL-Tanks
A simple tanks game for humans and reinforcement learning agents.
statlearning-notebooks
Python notebooks for exercises covered in Stanford statlearning class (where exercises were in R).