Changsong Ding's repositories
addons
Useful extra functionality for TensorFlow 2.x maintained by SIG-addons
annoy
Approximate Nearest Neighbors in C++/Python optimized for memory usage and loading/saving to disk
DeepLearning
Deep Learning (Python, C, C++, Java, Scala, Go)
exercises
Python exercises for data science
RuntimeAnalysis
Use find_anagrams as an example to do runtime analysis
citSampler
High dimension sampling with constraints
datasets
TFDS is a collection of datasets ready to use with TensorFlow, Jax, ...
deep-learning-with-python-notebooks
Jupyter notebooks for the code samples of the book "Deep Learning with Python"
deeplearning-1
Group edited resource for deep learning
deepx
An expressive shorthand to describe a deep learning architecture
dive-into-machine-learning
Dive into Machine Learning with Python Jupyter notebook and scikit-learn
eth-netstats
Ethereum Network Stats
gtc2018-numba
Numba tutorial for GTC 2018
gym
A toolkit for developing and comparing reinforcement learning algorithms.
inception-resnet-flask-demo
Simple (and unsafe) TensorFlow Inception-ResnetV2 Demo with Flask
interactive-coding-challenges
Continually updated, interactive, test-driven Python coding challenges (algorithms and data structures) typically found in coding interviews.
intro-to-sklearn
Notebooks covering introductory material to ML, ML with sklearn and tips.
intro-to-tensorflow
This is an introduction to tensorflow
keras
Deep Learning library for Python. Convnets, recurrent neural networks, and more. Runs on TensorFlow or Theano.
machinelearning
Machine learning and artificial intelligence
ML_practice_pipeline
With an public dataset
pbpython
Code, Notebooks and Examples from Practical Business Python
PyHive
Python interface to Hive and Presto. 🐝
savvysuds
beer recommender
saws
A supercharged AWS command line interface (CLI).
spark-py-notebooks
Apache Spark & Python (pySpark) tutorials for Big Data Analysis and Machine Learning as IPython / Jupyter notebooks
Spark-Python-and-Machine-Learning
Use PySpark for Distributed Computing
UnbalancedDataset
Python module to perform under sampling and over sampling with various techniques.
xgboost
https://github.com/dmlc/xgboost