xiaohanhuang Goto Github PK
Type: User
xiaohanhuang's Projects
15-445
CMU 15-445 2017
autonomousdrivingcookbook
Scenarios, tutorials and demos for Autonomous Driving
bayesian-methods-for-ml
Materials for "Bayesian Methods for Machine Learning" Coursera MOOC
causal_inference_python_code
Python code for part 2 of the book Causal Inference, by Miguel Hernán and James Robins
competitive-data-science
Materials for "How to Win a Data Science Competition: Learn from Top Kagglers" course
deep-learning-samples
Sample code for deep learning & neural networks
fastai
The fast.ai deep learning library, lessons, and tutorials
futurity
A simple tool to convert plain old Java Future to CompletableFuture
leela-zero
Go engine with no human-provided knowledge, modeled after the AlphaGo Zero paper.
lizzie
Lizzie - Leela Zero Interface
metrics-datadog
metrics-datadog
natural-language-processing
Resources for "Natural Language Processing" Coursera course.
petastorm
Petastorm library enables single machine or distributed training and evaluation of deep learning models from datasets in Apache Parquet format. It supports ML frameworks such as Tensorflow, Pytorch, and PySpark and can be used from pure Python code.
phantom
Reactive type-safe Scala driver for Cassandra/Datastax Enterprise
pipelines
Machine Learning Pipelines for Kubeflow
prml
PRML algorithms implemented in Python
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 ;)
pytorch
Tensors and Dynamic neural networks in Python with strong GPU acceleration
pytudes
Python programs to practice or demonstrate skills.
reinforcement-learning
Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.
tensorflow
Computation using data flow graphs for scalable machine learning
tensorpack
A Neural Net Training Interface on TensorFlow, with focus on speed + flexibility
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