cdingding
I am a PhD with proficiency at both supervised and unsupervised machine learning, python programming, big data engineering with Spark, statistics, and etc..
Internet SoftwareSanta Clara
Pinned Repositories
Wecare
A new way to use the Reddit website ...
DeepLearning
Deep Learning (Python, C, C++, Java, Scala, Go)
exercises
Python exercises for data science
kaggle-pycon-2015
Solution code from my winning submission to Kaggle's PyCon 2015 competition
RuntimeAnalysis
Use find_anagrams as an example to do runtime analysis
pandas-exercises
Walkthrough exercises from PandasTutorial by Wes McKinney.
2015
Public material for CS109
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
apache-toree-quickstart
Apache Toree quickstart tutorial
cdingding's Repositories
cdingding/ML_practice_pipeline
With an public dataset
cdingding/machinelearning
Machine learning and artificial intelligence
cdingding/addons
Useful extra functionality for TensorFlow 2.x maintained by SIG-addons
cdingding/datasets
TFDS is a collection of datasets ready to use with TensorFlow, Jax, ...
cdingding/citSampler
High dimension sampling with constraints
cdingding/Spark-Python-and-Machine-Learning
Use PySpark for Distributed Computing
cdingding/spark-py-notebooks
Apache Spark & Python (pySpark) tutorials for Big Data Analysis and Machine Learning as IPython / Jupyter notebooks
cdingding/PyHive
Python interface to Hive and Presto. 🐝
cdingding/exercises
Python exercises for data science
cdingding/pbpython
Code, Notebooks and Examples from Practical Business Python
cdingding/eth-netstats
Ethereum Network Stats
cdingding/gtc2018-numba
Numba tutorial for GTC 2018
cdingding/deep-learning-with-python-notebooks
Jupyter notebooks for the code samples of the book "Deep Learning with Python"
cdingding/keras
Deep Learning library for Python. Convnets, recurrent neural networks, and more. Runs on TensorFlow or Theano.
cdingding/inception-resnet-flask-demo
Simple (and unsafe) TensorFlow Inception-ResnetV2 Demo with Flask
cdingding/Wecare
A new way to use the Reddit website ...
cdingding/RuntimeAnalysis
Use find_anagrams as an example to do runtime analysis
cdingding/deeplearning-1
Group edited resource for deep learning
cdingding/xgboost
https://github.com/dmlc/xgboost
cdingding/dive-into-machine-learning
Dive into Machine Learning with Python Jupyter notebook and scikit-learn
cdingding/intro-to-tensorflow
This is an introduction to tensorflow
cdingding/UnbalancedDataset
Python module to perform under sampling and over sampling with various techniques.
cdingding/DeepLearning
Deep Learning (Python, C, C++, Java, Scala, Go)
cdingding/gym
A toolkit for developing and comparing reinforcement learning algorithms.
cdingding/saws
A supercharged AWS command line interface (CLI).
cdingding/interactive-coding-challenges
Continually updated, interactive, test-driven Python coding challenges (algorithms and data structures) typically found in coding interviews.
cdingding/intro-to-sklearn
Notebooks covering introductory material to ML, ML with sklearn and tips.
cdingding/deepx
An expressive shorthand to describe a deep learning architecture
cdingding/savvysuds
beer recommender
cdingding/annoy
Approximate Nearest Neighbors in C++/Python optimized for memory usage and loading/saving to disk