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ampligraph

Python library for Representation Learning on Knowledge Graphs https://docs.ampligraph.org

bios8366

Advanced Statistical Computing at Vanderbilt University's Department of Biostatistics

courses

Course materials for the Data Science Specialization: https://www.coursera.org/specialization/jhudatascience/1

cs231n

my assignment solutions for CS231n Convolutional Neural Networks for Visual Recognition

cs231n-1

cs231n assignments

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.

data-science-your-way

Ways of doing Data Science Engineering and Machine Learning in R and Python

datasciencecoursera

datasciencepython

common data analysis and machine learning tasks using python

datasciencespcoursenotes

Compiled Notes for all 9 courses in the Coursera Data Science Specialization

datasharing

The Leek group guide to data sharing

deeplearning-cousera

deeplearning-mindmap

A mindmap summarising Deep Learning concepts.

detectron

FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.

dgl

Python package built to ease deep learning on graph, on top of existing DL frameworks.

dont_get_kicked

elasticsearch-py

Official Python low-level client for Elasticsearch.

faiss

A library for efficient similarity search and clustering of dense vectors.

generative-adversarial-networks

Tutorial on GANs

hackerrank_python_domain_solutions

Solutions of challenges of Hackerrank Python domain

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.

homeproject

playground

image_search_similarity

face-detection, pornographic images detection

kaggle-rental-listing-inquireies

Summary of getting a silver medal in kaggle

kaggle_crowdflower

1st Place Solution for Search Results Relevance Competition on Kaggle (https://www.kaggle.com/c/crowdflower-search-relevance)

kaggle_text-normalization-challenge_english

knowledge_graph_attention_network

KGAT: Knowledge Graph Attention Network for Recommendation, KDD2019

leetcode

:pencil: Python / C++ 11 Solutions of LeetCode Questions

lightgbm

A fast, distributed, high performance gradient boosting (GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks. It is under the umbrella of the DMTK(http://github.com/microsoft/dmtk) project of Microsoft.

machine-deep-learning