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2017-n5-meetup-solarflares

Troy Hernandez spent the summer at NASA Ames mentoring the Frontier Development Lab; Solar Storm Prediction Team to create a deep learning system capable of predicting solar flares. This talk discusses his experiences.

awesome-gan-for-medical-imaging

Awesome GAN for Medical Imaging

awesome-public-datasets

A topic-centric list of HQ open datasets. PR ☛☛☛

bangla-hwcr-present

bengali-handwritten-character-recognition-using-convolutional-neural-networks

Implementation of convolutional neural networks (CNNs) of increasing complexity for classification of handwritten Bengali characters. The deepest network achieves 94.2% accuracy on test data, compared to 85.96% reported on the latest paper using CNNs for Bengali OCR.

bhcr-dnn-sae

Bangla Handwritten Character Recognition using Deep Neural Network with weights initialized by AutoEncoder

breast-cancer-scikitlearn

simple tutorial on Machine Learning with Scikitlearn

breast-cancer-visualization-and-classification

This analysis aims to observe which features are most helpful in predicting malignant or benign cancer and to see general trends that may aid us in model selection and hyper parameter selection.

caffe

Caffe: a fast open framework for deep learning.

clinical-decision-support-using-machine-learning

Predicting the Stage of Breast Cancer - M (Malignant) and B (Benign) using different Machine learning models and comparing their performance.

cnn-from-scratch

A scratch implementation of Convolutional Neural Network in Python using only numpy and validated over CIFAR-10 & MNIST Dataset

cracking-the-data-science-interview

Ultimate Guide to Data Science Interview

csmm-101x-ai

ColumbiaX Artificial Intelligence

dagan

The implementation code for "DAGAN: Deep De-Aliasing Generative Adversarial Networks for Fast Compressed Sensing MRI Reconstruction"

data-science-books-1

deep-active-learning

Deep Active Learning

deep-learning-coursera

Deep Learning Specialization by Andrew Ng on Coursera.

deep-learning-for-medical-applications

Deep Learning Papers on Medical Image Analysis

deep-learning-papers-reading-roadmap

Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!

deep-learning-specialization-andrew-ng-deeplearning.ai-coursera

deep-learning-with-python-notebooks

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

deeplearning-biology

A list of deep learning implementations in biology

dimred

python, scala, and pyspark code for few dimensional reduction algorithms

ensemble-bagging-boosting

experiments_with_python

experiments with python

fashion-mnist

4 different image classification ConvNets models for Fashion-MNIST dataset

hands-on-transfer-learning-with-python

Hands On Transfer Learning with Python, published by Packt

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.

homemade-machine-learning

🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained

interview

Everything you need to kick butt on your coding interview