timker's repositories
awesome-datascience
:memo: An awesome Data Science repository to learn and apply for real world problems.
awesome-deep-vision
A curated list of deep learning resources for computer vision
awesome-machine-learning
A curated list of awesome Machine Learning frameworks, libraries and software.
awesome-public-datasets
An awesome list of high-quality open datasets in public domains (on-going).
awesome-tensorflow
TensorFlow - A curated list of dedicated resources http://tensorflow.org
data-science-at-the-command-line
Data Science at the Command Line
data-science-blogs
A curated list of data science blogs
data-science-from-scratch
code for Data Science From Scratch book
data-science-ipython-notebooks
Continually updated data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe), scikit-learn, Kaggle, Spark, Hadoop MapReduce, HDFS, matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines. https://bit.ly/data-notes
DeepNLP-models-Pytorch
Pytorch implementations of various Deep NLP models in cs-224n(Stanford Univ)
dive-into-machine-learning
Dive into Machine Learning with Python Jupyter notebook and scikit-learn
free-programming-books
:books: Freely available programming books
frontend-tools
各式 Web 前端開發工具整理
google-10000-english
This repo contains a list of the 10,000 most common English words in order of frequency, as determined by n-gram frequency analysis of the Google's Trillion Word Corpus.
gotyour.pw
Got Your PW 是專門為對資安有興趣的人士整理的資源，包含常用的工具，適合初學者的入門教材，好用的後門程式，和許多值得追蹤的資安相關網站。
Probabilistic-Programming-and-Bayesian-Methods-for-Hackers
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
python-bpe
Byte Pair Encoding for Python!
python-machine-learning-book
The "Python Machine Learning" book code repository and info resource
scikit-learn-book
Source code for the "Learning scikit-learn: Machine Learning in Python"
spark-config-and-tuning
spark性能调优总结 spark config and tuning
spark-notebook
Interactive and Reactive Data Science using Scala and Spark.
tensorflow-tutorial
Example TensorFlow codes and Caicloud TensorFlow as a Service dev environment.