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Steve Tan's Projects

awesome-public-datasets icon awesome-public-datasets

A topic-centric list of high-quality open datasets in public domains. Propose NEW data ☛☛☛PR☛☛☛

bayespy icon bayespy

Bayesian Python: Bayesian inference tools for Python

char-rnn icon char-rnn

Multi-layer Recurrent Neural Networks (LSTM, GRU, RNN) for character-level language models in Torch

cs228-material icon cs228-material

Teaching materials for the probabilistic graphical models and deep learning classes at Stanford

data-science-ipython-notebooks icon data-science-ipython-notebooks

Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

deeplearning4j icon deeplearning4j

Deep Learning for Java, Scala & Clojure on Hadoop & Spark With GPUs - From Skymind

dl-docker icon dl-docker

An all-in-one Docker image for deep learning. Contains all the popular DL frameworks (TensorFlow, Theano, Torch, Caffe, etc.)

dplyr icon dplyr

Dplyr: A grammar of data manipulation

faceid_beta icon faceid_beta

An implementation of iPhone X's FaceID using face embeddings and siamese networks on RGBD images.

fall-detection icon fall-detection

a very simple Fall-detection(摔倒/跌倒检测)using yolo2

ggplot2 icon ggplot2

An implementation of the Grammar of Graphics in R

handson-ml icon handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

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