Changsong Ding's repositories
DeepLearning
Deep Learning (Python, C, C++, Java, Scala, Go)
RuntimeAnalysis
Use find_anagrams as an example to do runtime analysis
citSampler
High dimension sampling with constraints
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
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
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
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