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ab-testing

cnn-text-classification-tf

Convolutional Neural Network for Text Classification in Tensorflow

cs224n-winter-2017

All lecture notes, slides and assignments from CS224n: Natural Language Processing with Deep Learning class by Stanford

cs231n.github.io

Public facing notes page

deep-learning-coursera

Deep Learning Specialization by Andrew Ng, deeplearning.ai.

deep-learning-with-python-notebooks

Jupyter notebooks for the code samples of the book "Deep Learning with Python"

deeplearning.ai

Some work of Andrew Ng's course on Coursera

faster-rcnn.pytorch

A faster pytorch implementation of faster r-cnn

faster_rcnn_pytorch

Faster RCNN with PyTorch

fastmaskrcnn

Mask RCNN in TensorFlow

gt-nlp-class

Course materials for Georgia Tech CS 4650 and 7650, "Natural Language"

h2o-3

Open Source Fast Scalable Machine Learning Platform For Smarter Applications: Deep Learning, Gradient Boosting & XGBoost, Random Forest, Generalized Linear Modeling (Logistic Regression, Elastic Net), K-Means, PCA, Stacked Ensembles, Automatic Machine Learning (AutoML), etc.

hippocamplus

A place to gather useful information I keep on forgetting.

keras-yolo2

Easy training on custom dataset. Various backends (MobileNet and SqueezeNet) supported. A YOLO demo to detect raccoon run entirely in brower is accessible at https://git.io/vF7vI (not on Windows).

machine-learning-notes

My continuously updated Machine Learning, Probabilistic Models and Deep Learning notes and demos (1000+ slides) 我不间断更新的机器学习，概率模型和深度学习的讲义(1000+页)和视频链接

maskrcnn-benchmark

Fast, modular reference implementation of Instance Segmentation and Object Detection algorithms in PyTorch.

models

Models and examples built with TensorFlow

nanogpt

The simplest, fastest repository for training/finetuning medium-sized GPTs.

photoshopped-or-not

Detecting Photoshopped images with Machine Learning. Created during Data Science Retreat.

pydata-book

Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media

python-machine-learning-book

The "Python Machine Learning (1st edition)" book code repository and info resource

pythondatasciencehandbook

Python Data Science Handbook: full text in Jupyter Notebooks

sent-conv-torch

Text classification using a convolutional neural network.

simple-faster-rcnn-pytorch

A simplified implemention of Faster R-CNN that replicate performance from origin paper

stanford-cs-229-machine-learning

VIP cheatsheets for Stanford's CS 229 Machine Learning

storage-file-transfer-json-python

Uploads and downloads files between Google Cloud Storage and the local filesystem using the Google Python Client Library.

tensorflow

An Open Source Machine Learning Framework for Everyone

tidy-text-mining

Manuscript of the book "Tidy Text Mining with R" by Julia Silge and David Robinson

yad2k

YAD2K: Yet Another Darknet 2 Keras